From a658bf9f3f41155e59249ae1dffac570a23c5368 Mon Sep 17 00:00:00 2001 From: Github Actions Date: Mon, 14 Oct 2024 12:07:10 +0000 Subject: [PATCH] Julian Dierkes: Update README.md --- main/.buildinfo | 4 +- main/.doctrees/CONTRIBUTING.doctree | Bin 17518 -> 17568 bytes main/.doctrees/api.doctree | Bin 4315 -> 4323 bytes main/.doctrees/api/arlbench.arlbench.doctree | Bin 9569 -> 9569 bytes .../api/arlbench.autorl.autorl_env.doctree | Bin 54596 -> 54480 bytes .../api/arlbench.autorl.checkpointing.doctree | Bin 42498 -> 42445 bytes main/.doctrees/api/arlbench.autorl.doctree | Bin 56971 -> 56626 bytes .../api/arlbench.autorl.objectives.doctree | Bin 103045 -> 102946 bytes .../arlbench.autorl.state_features.doctree | Bin 41499 -> 41453 bytes ...arlbench.core.algorithms.algorithm.doctree | Bin 70330 -> 70194 bytes .../arlbench.core.algorithms.buffers.doctree | Bin 14289 -> 14283 bytes .../arlbench.core.algorithms.common.doctree | Bin 14088 -> 14076 bytes 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Deploying

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Source code for arlbench.core.environments.gymnasium_env

       

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diff --git a/main/_modules/arlbench/core/environments/gymnax_env.html b/main/_modules/arlbench/core/environments/gymnax_env.html
index 27ea596ab..73dae620e 100644
--- a/main/_modules/arlbench/core/environments/gymnax_env.html
+++ b/main/_modules/arlbench/core/environments/gymnax_env.html
@@ -27,7 +27,7 @@
   
 
     
-    
+    
     
     
     
@@ -441,7 +441,7 @@ 
Source code for arlbench.core.environments.gymnax_env

       

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diff --git a/main/_modules/arlbench/core/environments/make_env.html b/main/_modules/arlbench/core/environments/make_env.html
index 4cead8ff0..200f0752d 100644
--- a/main/_modules/arlbench/core/environments/make_env.html
+++ b/main/_modules/arlbench/core/environments/make_env.html
@@ -27,7 +27,7 @@
   
 
     
-    
+    
     
     
     
@@ -435,7 +435,7 @@ 
Source code for arlbench.core.environments.make_env

       

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diff --git a/main/_modules/arlbench/core/environments/xland_env.html b/main/_modules/arlbench/core/environments/xland_env.html
index 075d9c313..3cde568be 100644
--- a/main/_modules/arlbench/core/environments/xland_env.html
+++ b/main/_modules/arlbench/core/environments/xland_env.html
@@ -27,7 +27,7 @@
   
 
     
-    
+    
     
     
     
@@ -468,7 +468,7 @@ 
Source code for arlbench.core.environments.xland_env

       

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diff --git a/main/_modules/arlbench/core/running_statistics.html b/main/_modules/arlbench/core/running_statistics.html
index 0e4f62eb5..a61222ce8 100644
--- a/main/_modules/arlbench/core/running_statistics.html
+++ b/main/_modules/arlbench/core/running_statistics.html
@@ -27,7 +27,7 @@
   
 
     
-    
+    
     
     
     
@@ -626,7 +626,7 @@ 
Source code for arlbench.core.running_statistics

     

       

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diff --git a/main/_modules/arlbench/core/wrappers/flatten_observation.html b/main/_modules/arlbench/core/wrappers/flatten_observation.html
index ce9c6fa6e..dadf46e5b 100644
--- a/main/_modules/arlbench/core/wrappers/flatten_observation.html
+++ b/main/_modules/arlbench/core/wrappers/flatten_observation.html
@@ -27,7 +27,7 @@
   
 
     
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Source code for arlbench.core.wrappers.flatten_observation

       

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diff --git a/main/_modules/arlbench/core/wrappers/wrapper.html b/main/_modules/arlbench/core/wrappers/wrapper.html
index ed6355185..3db79ad9d 100644
--- a/main/_modules/arlbench/core/wrappers/wrapper.html
+++ b/main/_modules/arlbench/core/wrappers/wrapper.html
@@ -27,7 +27,7 @@
   
 
     
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@@ -386,7 +386,7 @@ 
Source code for arlbench.core.wrappers.wrapper

       

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diff --git a/main/_modules/arlbench/utils/common.html b/main/_modules/arlbench/utils/common.html
index d9d49cf57..dcb3669a5 100644
--- a/main/_modules/arlbench/utils/common.html
+++ b/main/_modules/arlbench/utils/common.html
@@ -27,7 +27,7 @@
   
 
     
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+    
     
     
     
@@ -621,7 +621,7 @@ 
Source code for arlbench.utils.common
     

       

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diff --git a/main/_modules/index.html b/main/_modules/index.html
index 34378d1b9..63fa1f369 100644
--- a/main/_modules/index.html
+++ b/main/_modules/index.html
@@ -27,7 +27,7 @@
   
 
     
-    
+    
     
     
     
@@ -387,7 +387,7 @@ 
All modules for which code is available

     

       

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diff --git a/main/_sources/api/arlbench.arlbench.rst.txt b/main/_sources/api/arlbench.arlbench.rst.txt
index ed39da16e..b07b12d32 100644
--- a/main/_sources/api/arlbench.arlbench.rst.txt
+++ b/main/_sources/api/arlbench.arlbench.rst.txt
@@ -4,26 +4,9 @@ arlbench.arlbench
 .. automodule:: arlbench.arlbench
 
    
-   
-   
-
-   
-   
    .. rubric:: Functions
 
    .. autosummary::
    
       run_arlbench
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.autorl.autorl_env.rst.txt b/main/_sources/api/arlbench.autorl.autorl_env.rst.txt
index 1d2b07d3c..794ca65e8 100644
--- a/main/_sources/api/arlbench.autorl.autorl_env.rst.txt
+++ b/main/_sources/api/arlbench.autorl.autorl_env.rst.txt
@@ -4,26 +4,9 @@ arlbench.autorl.autorl\_env
 .. automodule:: arlbench.autorl.autorl_env
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       AutoRLEnv
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.autorl.checkpointing.rst.txt b/main/_sources/api/arlbench.autorl.checkpointing.rst.txt
index 402ecbcf9..f9c2695b2 100644
--- a/main/_sources/api/arlbench.autorl.checkpointing.rst.txt
+++ b/main/_sources/api/arlbench.autorl.checkpointing.rst.txt
@@ -4,26 +4,9 @@ arlbench.autorl.checkpointing
 .. automodule:: arlbench.autorl.checkpointing
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       Checkpointer
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.autorl.objectives.rst.txt b/main/_sources/api/arlbench.autorl.objectives.rst.txt
index ccc465a81..e29942ba1 100644
--- a/main/_sources/api/arlbench.autorl.objectives.rst.txt
+++ b/main/_sources/api/arlbench.autorl.objectives.rst.txt
@@ -4,15 +4,6 @@ arlbench.autorl.objectives
 .. automodule:: arlbench.autorl.objectives
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
@@ -22,12 +13,4 @@ arlbench.autorl.objectives
       RewardMean
       RewardStd
       Runtime
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.autorl.rst.txt b/main/_sources/api/arlbench.autorl.rst.txt
index 6f5acf64a..37b37bb7a 100644
--- a/main/_sources/api/arlbench.autorl.rst.txt
+++ b/main/_sources/api/arlbench.autorl.rst.txt
@@ -4,31 +4,13 @@ arlbench.autorl
 .. automodule:: arlbench.autorl
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
 .. rubric:: Modules
 
 .. autosummary::
    :toctree:
    :recursive:
 
-   arlbench.autorl.autorl_env
-   arlbench.autorl.checkpointing
-   arlbench.autorl.objectives
-   arlbench.autorl.state_features
-
+   autorl_env
+   checkpointing
+   objectives
+   state_features
diff --git a/main/_sources/api/arlbench.autorl.state_features.rst.txt b/main/_sources/api/arlbench.autorl.state_features.rst.txt
index e3a7d9385..e17f4f756 100644
--- a/main/_sources/api/arlbench.autorl.state_features.rst.txt
+++ b/main/_sources/api/arlbench.autorl.state_features.rst.txt
@@ -4,27 +4,10 @@ arlbench.autorl.state\_features
 .. automodule:: arlbench.autorl.state_features
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       GradInfo
       StateFeature
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.algorithms.algorithm.rst.txt b/main/_sources/api/arlbench.core.algorithms.algorithm.rst.txt
index 1bb5fa7ab..bf02f21e5 100644
--- a/main/_sources/api/arlbench.core.algorithms.algorithm.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.algorithm.rst.txt
@@ -4,26 +4,9 @@ arlbench.core.algorithms.algorithm
 .. automodule:: arlbench.core.algorithms.algorithm
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       Algorithm
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.algorithms.buffers.rst.txt b/main/_sources/api/arlbench.core.algorithms.buffers.rst.txt
index 785ad14e9..0279d93fe 100644
--- a/main/_sources/api/arlbench.core.algorithms.buffers.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.buffers.rst.txt
@@ -4,26 +4,9 @@ arlbench.core.algorithms.buffers
 .. automodule:: arlbench.core.algorithms.buffers
 
    
-   
-   
-
-   
-   
    .. rubric:: Functions
 
    .. autosummary::
    
       uniform_sample
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.algorithms.common.rst.txt b/main/_sources/api/arlbench.core.algorithms.common.rst.txt
index ec1daabfc..96a2bd39c 100644
--- a/main/_sources/api/arlbench.core.algorithms.common.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.common.rst.txt
@@ -4,26 +4,9 @@ arlbench.core.algorithms.common
 .. automodule:: arlbench.core.algorithms.common
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       TimeStep
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.algorithms.dqn.dqn.rst.txt b/main/_sources/api/arlbench.core.algorithms.dqn.dqn.rst.txt
index 8ca550f80..884517ff0 100644
--- a/main/_sources/api/arlbench.core.algorithms.dqn.dqn.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.dqn.dqn.rst.txt
@@ -4,15 +4,6 @@ arlbench.core.algorithms.dqn.dqn
 .. automodule:: arlbench.core.algorithms.dqn.dqn
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
@@ -24,12 +15,4 @@ arlbench.core.algorithms.dqn.dqn
       DQNTrainState
       DQNTrainingResult
       Transition
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.algorithms.dqn.models.rst.txt b/main/_sources/api/arlbench.core.algorithms.dqn.models.rst.txt
index a986eae75..0054136e9 100644
--- a/main/_sources/api/arlbench.core.algorithms.dqn.models.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.dqn.models.rst.txt
@@ -4,27 +4,10 @@ arlbench.core.algorithms.dqn.models
 .. automodule:: arlbench.core.algorithms.dqn.models
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       CNNQ
       MLPQ
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.algorithms.dqn.rst.txt b/main/_sources/api/arlbench.core.algorithms.dqn.rst.txt
index 86e5a77e5..7db7355c2 100644
--- a/main/_sources/api/arlbench.core.algorithms.dqn.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.dqn.rst.txt
@@ -4,29 +4,11 @@ arlbench.core.algorithms.dqn
 .. automodule:: arlbench.core.algorithms.dqn
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
 .. rubric:: Modules
 
 .. autosummary::
    :toctree:
    :recursive:
 
-   arlbench.core.algorithms.dqn.dqn
-   arlbench.core.algorithms.dqn.models
-
+   dqn
+   models
diff --git a/main/_sources/api/arlbench.core.algorithms.ppo.models.rst.txt b/main/_sources/api/arlbench.core.algorithms.ppo.models.rst.txt
index 3c2fdcc6f..9b624291b 100644
--- a/main/_sources/api/arlbench.core.algorithms.ppo.models.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.ppo.models.rst.txt
@@ -4,27 +4,10 @@ arlbench.core.algorithms.ppo.models
 .. automodule:: arlbench.core.algorithms.ppo.models
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       CNNActorCritic
       MLPActorCritic
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.algorithms.ppo.ppo.rst.txt b/main/_sources/api/arlbench.core.algorithms.ppo.ppo.rst.txt
index 7510f91d4..3d9fd934d 100644
--- a/main/_sources/api/arlbench.core.algorithms.ppo.ppo.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.ppo.ppo.rst.txt
@@ -4,15 +4,6 @@ arlbench.core.algorithms.ppo.ppo
 .. automodule:: arlbench.core.algorithms.ppo.ppo
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
@@ -24,12 +15,4 @@ arlbench.core.algorithms.ppo.ppo
       PPOTrainState
       PPOTrainingResult
       Transition
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.algorithms.ppo.rst.txt b/main/_sources/api/arlbench.core.algorithms.ppo.rst.txt
index 76d6e7ca2..8e1e16c02 100644
--- a/main/_sources/api/arlbench.core.algorithms.ppo.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.ppo.rst.txt
@@ -4,29 +4,11 @@ arlbench.core.algorithms.ppo
 .. automodule:: arlbench.core.algorithms.ppo
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
 .. rubric:: Modules
 
 .. autosummary::
    :toctree:
    :recursive:
 
-   arlbench.core.algorithms.ppo.models
-   arlbench.core.algorithms.ppo.ppo
-
+   models
+   ppo
diff --git a/main/_sources/api/arlbench.core.algorithms.prioritised_item_buffer.rst.txt b/main/_sources/api/arlbench.core.algorithms.prioritised_item_buffer.rst.txt
index a19ed5025..f209c2eec 100644
--- a/main/_sources/api/arlbench.core.algorithms.prioritised_item_buffer.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.prioritised_item_buffer.rst.txt
@@ -4,27 +4,10 @@ arlbench.core.algorithms.prioritised\_item\_buffer
 .. automodule:: arlbench.core.algorithms.prioritised_item_buffer
 
    
-   
-   
-
-   
-   
    .. rubric:: Functions
 
    .. autosummary::
    
       create_prioritised_item_buffer
       make_prioritised_item_buffer
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.algorithms.rst.txt b/main/_sources/api/arlbench.core.algorithms.rst.txt
index e6c5a1b23..a358d0730 100644
--- a/main/_sources/api/arlbench.core.algorithms.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.rst.txt
@@ -4,34 +4,16 @@ arlbench.core.algorithms
 .. automodule:: arlbench.core.algorithms
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
 .. rubric:: Modules
 
 .. autosummary::
    :toctree:
    :recursive:
 
-   arlbench.core.algorithms.algorithm
-   arlbench.core.algorithms.buffers
-   arlbench.core.algorithms.common
-   arlbench.core.algorithms.dqn
-   arlbench.core.algorithms.ppo
-   arlbench.core.algorithms.prioritised_item_buffer
-   arlbench.core.algorithms.sac
-
+   algorithm
+   buffers
+   common
+   dqn
+   ppo
+   prioritised_item_buffer
+   sac
diff --git a/main/_sources/api/arlbench.core.algorithms.sac.models.rst.txt b/main/_sources/api/arlbench.core.algorithms.sac.models.rst.txt
index bca227f46..c7ae992c6 100644
--- a/main/_sources/api/arlbench.core.algorithms.sac.models.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.sac.models.rst.txt
@@ -4,15 +4,6 @@ arlbench.core.algorithms.sac.models
 .. automodule:: arlbench.core.algorithms.sac.models
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
@@ -24,12 +15,4 @@ arlbench.core.algorithms.sac.models
       SACMLPCritic
       SACVectorCritic
       TanhTransformedDistribution
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.algorithms.sac.rst.txt b/main/_sources/api/arlbench.core.algorithms.sac.rst.txt
index 468e7c47b..0e5bae58a 100644
--- a/main/_sources/api/arlbench.core.algorithms.sac.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.sac.rst.txt
@@ -4,29 +4,11 @@ arlbench.core.algorithms.sac
 .. automodule:: arlbench.core.algorithms.sac
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
 .. rubric:: Modules
 
 .. autosummary::
    :toctree:
    :recursive:
 
-   arlbench.core.algorithms.sac.models
-   arlbench.core.algorithms.sac.sac
-
+   models
+   sac
diff --git a/main/_sources/api/arlbench.core.algorithms.sac.sac.rst.txt b/main/_sources/api/arlbench.core.algorithms.sac.sac.rst.txt
index 739cfc828..a88082dfe 100644
--- a/main/_sources/api/arlbench.core.algorithms.sac.sac.rst.txt
+++ b/main/_sources/api/arlbench.core.algorithms.sac.sac.rst.txt
@@ -4,15 +4,6 @@ arlbench.core.algorithms.sac.sac
 .. automodule:: arlbench.core.algorithms.sac.sac
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
@@ -24,12 +15,4 @@ arlbench.core.algorithms.sac.sac
       SACTrainState
       SACTrainingResult
       Transition
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.environments.autorl_env.rst.txt b/main/_sources/api/arlbench.core.environments.autorl_env.rst.txt
index f0b02bf56..f2a4cf47a 100644
--- a/main/_sources/api/arlbench.core.environments.autorl_env.rst.txt
+++ b/main/_sources/api/arlbench.core.environments.autorl_env.rst.txt
@@ -4,26 +4,9 @@ arlbench.core.environments.autorl\_env
 .. automodule:: arlbench.core.environments.autorl_env
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       Environment
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.environments.brax_env.rst.txt b/main/_sources/api/arlbench.core.environments.brax_env.rst.txt
index 0f68b5699..72050253a 100644
--- a/main/_sources/api/arlbench.core.environments.brax_env.rst.txt
+++ b/main/_sources/api/arlbench.core.environments.brax_env.rst.txt
@@ -4,26 +4,9 @@ arlbench.core.environments.brax\_env
 .. automodule:: arlbench.core.environments.brax_env
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       BraxEnv
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.environments.envpool_env.rst.txt b/main/_sources/api/arlbench.core.environments.envpool_env.rst.txt
index 50ec94db9..5fb383cb3 100644
--- a/main/_sources/api/arlbench.core.environments.envpool_env.rst.txt
+++ b/main/_sources/api/arlbench.core.environments.envpool_env.rst.txt
@@ -4,32 +4,15 @@ arlbench.core.environments.envpool\_env
 .. automodule:: arlbench.core.environments.envpool_env
 
    
-   
-   
-
-   
-   
    .. rubric:: Functions
 
    .. autosummary::
    
       numpy_to_jax
    
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       EnvpoolEnv
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.environments.gymnasium_env.rst.txt b/main/_sources/api/arlbench.core.environments.gymnasium_env.rst.txt
index c37cda885..0416ee857 100644
--- a/main/_sources/api/arlbench.core.environments.gymnasium_env.rst.txt
+++ b/main/_sources/api/arlbench.core.environments.gymnasium_env.rst.txt
@@ -4,26 +4,9 @@ arlbench.core.environments.gymnasium\_env
 .. automodule:: arlbench.core.environments.gymnasium_env
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       GymnasiumEnv
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.environments.gymnax_env.rst.txt b/main/_sources/api/arlbench.core.environments.gymnax_env.rst.txt
index 69bcc0c83..20cd9b3f8 100644
--- a/main/_sources/api/arlbench.core.environments.gymnax_env.rst.txt
+++ b/main/_sources/api/arlbench.core.environments.gymnax_env.rst.txt
@@ -4,26 +4,9 @@ arlbench.core.environments.gymnax\_env
 .. automodule:: arlbench.core.environments.gymnax_env
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       GymnaxEnv
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.environments.rst.txt b/main/_sources/api/arlbench.core.environments.rst.txt
index 9937b1e94..0c03e772b 100644
--- a/main/_sources/api/arlbench.core.environments.rst.txt
+++ b/main/_sources/api/arlbench.core.environments.rst.txt
@@ -4,34 +4,16 @@ arlbench.core.environments
 .. automodule:: arlbench.core.environments
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
 .. rubric:: Modules
 
 .. autosummary::
    :toctree:
    :recursive:
 
-   arlbench.core.environments.autorl_env
-   arlbench.core.environments.brax_env
-   arlbench.core.environments.envpool_env
-   arlbench.core.environments.gymnasium_env
-   arlbench.core.environments.gymnax_env
-   arlbench.core.environments.make_env
-   arlbench.core.environments.xland_env
-
+   autorl_env
+   brax_env
+   envpool_env
+   gymnasium_env
+   gymnax_env
+   make_env
+   xland_env
diff --git a/main/_sources/api/arlbench.core.environments.xland_env.rst.txt b/main/_sources/api/arlbench.core.environments.xland_env.rst.txt
index 0e2f99214..967240904 100644
--- a/main/_sources/api/arlbench.core.environments.xland_env.rst.txt
+++ b/main/_sources/api/arlbench.core.environments.xland_env.rst.txt
@@ -4,26 +4,9 @@ arlbench.core.environments.xland\_env
 .. automodule:: arlbench.core.environments.xland_env
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       XLandEnv
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.rst.txt b/main/_sources/api/arlbench.core.rst.txt
index 588fbdd88..aead623a1 100644
--- a/main/_sources/api/arlbench.core.rst.txt
+++ b/main/_sources/api/arlbench.core.rst.txt
@@ -4,31 +4,13 @@ arlbench.core
 .. automodule:: arlbench.core
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
 .. rubric:: Modules
 
 .. autosummary::
    :toctree:
    :recursive:
 
-   arlbench.core.algorithms
-   arlbench.core.environments
-   arlbench.core.running_statistics
-   arlbench.core.wrappers
-
+   algorithms
+   environments
+   running_statistics
+   wrappers
diff --git a/main/_sources/api/arlbench.core.running_statistics.rst.txt b/main/_sources/api/arlbench.core.running_statistics.rst.txt
index 3dda47c92..4afe83020 100644
--- a/main/_sources/api/arlbench.core.running_statistics.rst.txt
+++ b/main/_sources/api/arlbench.core.running_statistics.rst.txt
@@ -4,11 +4,6 @@ arlbench.core.running\_statistics
 .. automodule:: arlbench.core.running_statistics
 
    
-   
-   
-
-   
-   
    .. rubric:: Functions
 
    .. autosummary::
@@ -18,10 +13,6 @@ arlbench.core.running\_statistics
       normalize
       update
    
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
@@ -29,12 +20,4 @@ arlbench.core.running\_statistics
       Array
       NestedMeanStd
       RunningStatisticsState
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.wrappers.flatten_observation.rst.txt b/main/_sources/api/arlbench.core.wrappers.flatten_observation.rst.txt
index daf48ef6d..20dadba46 100644
--- a/main/_sources/api/arlbench.core.wrappers.flatten_observation.rst.txt
+++ b/main/_sources/api/arlbench.core.wrappers.flatten_observation.rst.txt
@@ -4,26 +4,9 @@ arlbench.core.wrappers.flatten\_observation
 .. automodule:: arlbench.core.wrappers.flatten_observation
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       FlattenObservationWrapper
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.core.wrappers.rst.txt b/main/_sources/api/arlbench.core.wrappers.rst.txt
index 7a0f7f921..31b79dedb 100644
--- a/main/_sources/api/arlbench.core.wrappers.rst.txt
+++ b/main/_sources/api/arlbench.core.wrappers.rst.txt
@@ -4,29 +4,11 @@ arlbench.core.wrappers
 .. automodule:: arlbench.core.wrappers
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
 .. rubric:: Modules
 
 .. autosummary::
    :toctree:
    :recursive:
 
-   arlbench.core.wrappers.flatten_observation
-   arlbench.core.wrappers.wrapper
-
+   flatten_observation
+   wrapper
diff --git a/main/_sources/api/arlbench.core.wrappers.wrapper.rst.txt b/main/_sources/api/arlbench.core.wrappers.wrapper.rst.txt
index b125be085..61d5ee3e1 100644
--- a/main/_sources/api/arlbench.core.wrappers.wrapper.rst.txt
+++ b/main/_sources/api/arlbench.core.wrappers.wrapper.rst.txt
@@ -4,26 +4,9 @@ arlbench.core.wrappers.wrapper
 .. automodule:: arlbench.core.wrappers.wrapper
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
    .. rubric:: Classes
 
    .. autosummary::
    
       Wrapper
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.rst.txt b/main/_sources/api/arlbench.rst.txt
index bb55ba9fc..c08019d0c 100644
--- a/main/_sources/api/arlbench.rst.txt
+++ b/main/_sources/api/arlbench.rst.txt
@@ -4,31 +4,13 @@
 .. automodule:: arlbench
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
 .. rubric:: Modules
 
 .. autosummary::
    :toctree:
    :recursive:
 
-   arlbench.arlbench
-   arlbench.autorl
-   arlbench.core
-   arlbench.utils
-
+   arlbench
+   autorl
+   core
+   utils
diff --git a/main/_sources/api/arlbench.utils.common.rst.txt b/main/_sources/api/arlbench.utils.common.rst.txt
index 9430a033d..2e87fd045 100644
--- a/main/_sources/api/arlbench.utils.common.rst.txt
+++ b/main/_sources/api/arlbench.utils.common.rst.txt
@@ -4,11 +4,6 @@ arlbench.utils.common
 .. automodule:: arlbench.utils.common
 
    
-   
-   
-
-   
-   
    .. rubric:: Functions
 
    .. autosummary::
@@ -19,16 +14,4 @@ arlbench.utils.common
       recursive_concat
       save_defaults_to_yaml
       tuple_concat
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
+   
\ No newline at end of file
diff --git a/main/_sources/api/arlbench.utils.rst.txt b/main/_sources/api/arlbench.utils.rst.txt
index 49050affc..a80c9fb2c 100644
--- a/main/_sources/api/arlbench.utils.rst.txt
+++ b/main/_sources/api/arlbench.utils.rst.txt
@@ -4,28 +4,10 @@ arlbench.utils
 .. automodule:: arlbench.utils
 
    
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-   
-   
-   
-
-
-
 .. rubric:: Modules
 
 .. autosummary::
    :toctree:
    :recursive:
 
-   arlbench.utils.common
-
+   common
diff --git a/main/_static/basic.css b/main/_static/basic.css
index 6dc1bc2e5..cd46546be 100644
--- a/main/_static/basic.css
+++ b/main/_static/basic.css
@@ -1,12 +1,5 @@
 /*
- * basic.css
- * ~~~~~~~~~
- *
  * Sphinx stylesheet -- basic theme.
- *
- * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
  */
 
 /* -- main layout ----------------------------------------------------------- */
@@ -115,15 +108,11 @@ img {
 /* -- search page ----------------------------------------------------------- */
 
 ul.search {
-    margin: 10px 0 0 20px;
-    padding: 0;
+    margin-top: 10px;
 }
 
 ul.search li {
-    padding: 5px 0 5px 20px;
-    background-image: url(file.png);
-    background-repeat: no-repeat;
-    background-position: 0 7px;
+    padding: 5px 0;
 }
 
 ul.search li a {
diff --git a/main/_static/doctools.js b/main/_static/doctools.js
index 4d67807d1..0398ebb9f 100644
--- a/main/_static/doctools.js
+++ b/main/_static/doctools.js
@@ -1,12 +1,5 @@
 /*
- * doctools.js
- * ~~~~~~~~~~~
- *
  * Base JavaScript utilities for all Sphinx HTML documentation.
- *
- * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
  */
 "use strict";
 
diff --git a/main/_static/language_data.js b/main/_static/language_data.js
index 367b8ed81..c7fe6c6fa 100644
--- a/main/_static/language_data.js
+++ b/main/_static/language_data.js
@@ -1,13 +1,6 @@
 /*
- * language_data.js
- * ~~~~~~~~~~~~~~~~
- *
  * This script contains the language-specific data used by searchtools.js,
  * namely the list of stopwords, stemmer, scorer and splitter.
- *
- * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
  */
 
 var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
diff --git a/main/_static/searchtools.js b/main/_static/searchtools.js
index 92da3f8b2..2c774d17a 100644
--- a/main/_static/searchtools.js
+++ b/main/_static/searchtools.js
@@ -1,12 +1,5 @@
 /*
- * searchtools.js
- * ~~~~~~~~~~~~~~~~
- *
  * Sphinx JavaScript utilities for the full-text search.
- *
- * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
  */
 "use strict";
 
@@ -20,7 +13,7 @@ if (typeof Scorer === "undefined") {
     // and returns the new score.
     /*
     score: result => {
-      const [docname, title, anchor, descr, score, filename] = result
+      const [docname, title, anchor, descr, score, filename, kind] = result
       return score
     },
     */
@@ -47,6 +40,14 @@ if (typeof Scorer === "undefined") {
   };
 }
 
+// Global search result kind enum, used by themes to style search results.
+class SearchResultKind {
+    static get index() { return  "index"; }
+    static get object() { return "object"; }
+    static get text() { return "text"; }
+    static get title() { return "title"; }
+}
+
 const _removeChildren = (element) => {
   while (element && element.lastChild) element.removeChild(element.lastChild);
 };
@@ -64,9 +65,13 @@ const _displayItem = (item, searchTerms, highlightTerms) => {
   const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY;
   const contentRoot = document.documentElement.dataset.content_root;
 
-  const [docName, title, anchor, descr, score, _filename] = item;
+  const [docName, title, anchor, descr, score, _filename, kind] = item;
 
   let listItem = document.createElement("li");
+  // Add a class representing the item's type:
+  // can be used by a theme's CSS selector for styling
+  // See SearchResultKind for the class names.
+  listItem.classList.add(`kind-${kind}`);
   let requestUrl;
   let linkUrl;
   if (docBuilder === "dirhtml") {
@@ -115,8 +120,10 @@ const _finishSearch = (resultCount) => {
       "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories."
     );
   else
-    Search.status.innerText = _(
-      "Search finished, found ${resultCount} page(s) matching the search query."
+    Search.status.innerText = Documentation.ngettext(
+      "Search finished, found one page matching the search query.",
+      "Search finished, found ${resultCount} pages matching the search query.",
+      resultCount,
     ).replace('${resultCount}', resultCount);
 };
 const _displayNextItem = (
@@ -138,7 +145,7 @@ const _displayNextItem = (
   else _finishSearch(resultCount);
 };
 // Helper function used by query() to order search results.
-// Each input is an array of [docname, title, anchor, descr, score, filename].
+// Each input is an array of [docname, title, anchor, descr, score, filename, kind].
 // Order the results by score (in opposite order of appearance, since the
 // `_displayNextItem` function uses pop() to retrieve items) and then alphabetically.
 const _orderResultsByScoreThenName = (a, b) => {
@@ -178,7 +185,7 @@ const Search = {
 
   htmlToText: (htmlString, anchor) => {
     const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
-    for (const removalQuery of [".headerlinks", "script", "style"]) {
+    for (const removalQuery of [".headerlink", "script", "style"]) {
       htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() });
     }
     if (anchor) {
@@ -248,6 +255,7 @@ const Search = {
     searchSummary.classList.add("search-summary");
     searchSummary.innerText = "";
     const searchList = document.createElement("ul");
+    searchList.setAttribute("role", "list");
     searchList.classList.add("search");
 
     const out = document.getElementById("search-results");
@@ -318,7 +326,7 @@ const Search = {
     const indexEntries = Search._index.indexentries;
 
     // Collect multiple result groups to be sorted separately and then ordered.
-    // Each is an array of [docname, title, anchor, descr, score, filename].
+    // Each is an array of [docname, title, anchor, descr, score, filename, kind].
     const normalResults = [];
     const nonMainIndexResults = [];
 
@@ -328,14 +336,16 @@ const Search = {
     for (const [title, foundTitles] of Object.entries(allTitles)) {
       if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) {
         for (const [file, id] of foundTitles) {
-          let score = Math.round(100 * queryLower.length / title.length)
+          const score = Math.round(Scorer.title * queryLower.length / title.length);
+          const boost = titles[file] === title ? 1 : 0;  // add a boost for document titles
           normalResults.push([
             docNames[file],
             titles[file] !== title ? `${titles[file]} > ${title}` : title,
             id !== null ? "#" + id : "",
             null,
-            score,
+            score + boost,
             filenames[file],
+            SearchResultKind.title,
           ]);
         }
       }
@@ -353,6 +363,7 @@ const Search = {
             null,
             score,
             filenames[file],
+            SearchResultKind.index,
           ];
           if (isMain) {
             normalResults.push(result);
@@ -474,6 +485,7 @@ const Search = {
         descr,
         score,
         filenames[match[0]],
+        SearchResultKind.object,
       ]);
     };
     Object.keys(objects).forEach((prefix) =>
@@ -584,6 +596,7 @@ const Search = {
         null,
         score,
         filenames[file],
+        SearchResultKind.text,
       ]);
     }
     return results;
diff --git a/main/advanced_usage/algorithm_states.html b/main/advanced_usage/algorithm_states.html
index 6675909f6..5a16c1229 100644
--- a/main/advanced_usage/algorithm_states.html
+++ b/main/advanced_usage/algorithm_states.html
@@ -28,7 +28,7 @@
   
 
     
-    
+    
     
     
     
@@ -398,7 +398,7 @@ 
Using the ARLBench States
       

 Created using Sphinx
-7.3.7. Template is modified version of PyData Sphinx Theme. 

 

     

diff --git a/main/advanced_usage/autorl_paradigms.html b/main/advanced_usage/autorl_paradigms.html
index 694c19904..100e23feb 100644
--- a/main/advanced_usage/autorl_paradigms.html
+++ b/main/advanced_usage/autorl_paradigms.html
@@ -28,7 +28,7 @@
   
 
     
-    
+    
     
     
     
@@ -443,7 +443,7 @@ 
Meta-Gradients
       

 Created using Sphinx
-7.3.7. Template is modified version of PyData Sphinx Theme. 

 

     

diff --git a/main/advanced_usage/dynamic_configuration.html b/main/advanced_usage/dynamic_configuration.html
index 70f6c2320..191020079 100644
--- a/main/advanced_usage/dynamic_configuration.html
+++ b/main/advanced_usage/dynamic_configuration.html
@@ -28,7 +28,7 @@
   
 
     
-    
+    
     
     
     
@@ -402,7 +402,7 @@ 
Dynamic Configuration in ARLBench
       

 Created using Sphinx
-7.3.7. Template is modified version of PyData Sphinx Theme. 

 

     

diff --git a/main/advanced_usage/index.html b/main/advanced_usage/index.html
index ab05cfb3a..9aba16872 100644
--- a/main/advanced_usage/index.html
+++ b/main/advanced_usage/index.html
@@ -28,7 +28,7 @@
   
 
     
-    
+    
     
     
     
@@ -410,7 +410,7 @@ 
Advanced Configuration Options
       

 Created using Sphinx
-7.3.7. Template is modified version of PyData Sphinx Theme. 

 

     

diff --git a/main/api.html b/main/api.html
index 75120a1a6..5dad3cdbf 100644
--- a/main/api.html
+++ b/main/api.html
@@ -28,7 +28,7 @@
   
 
     
-    
+    
     
     
     
@@ -400,7 +400,7 @@ 
API References
       

 Created using Sphinx
-7.3.7. Template is modified version of PyData Sphinx Theme. 

 

     

diff --git a/main/api/arlbench.arlbench.html b/main/api/arlbench.arlbench.html
index 0f5d5065d..ae591c53e 100644
--- a/main/api/arlbench.arlbench.html
+++ b/main/api/arlbench.arlbench.html
@@ -28,7 +28,7 @@
   
 
     
-    
+    
     
     
     
@@ -427,7 +427,7 @@
     

       

 Created using Sphinx
-7.3.7. Template is modified version of PyData Sphinx Theme. 

 

     

diff --git a/main/api/arlbench.autorl.autorl_env.html b/main/api/arlbench.autorl.autorl_env.html
index aada62347..718e537c2 100644
--- a/main/api/arlbench.autorl.autorl_env.html
+++ b/main/api/arlbench.autorl.autorl_env.html
@@ -28,7 +28,7 @@
   
 
     
-    
+    
     
     
     
@@ -673,7 +673,7 @@
     

       

 Created using Sphinx
-7.3.7. Template is modified version of PyData Sphinx Theme. 

 

     

diff --git a/main/api/arlbench.autorl.checkpointing.html b/main/api/arlbench.autorl.checkpointing.html
index 8fa39fc4d..2186581a3 100644
--- a/main/api/arlbench.autorl.checkpointing.html
+++ b/main/api/arlbench.autorl.checkpointing.html
@@ -28,7 +28,7 @@
   
 
     
-    
+    
     
     
     
@@ -551,7 +551,7 @@
     

       

 Created using Sphinx
-7.3.7. Template is modified version of PyData Sphinx Theme. 

 

     

diff --git a/main/api/arlbench.autorl.html b/main/api/arlbench.autorl.html
index 1c29293d5..106a3e27d 100644
--- a/main/api/arlbench.autorl.html
+++ b/main/api/arlbench.autorl.html
@@ -28,7 +28,7 @@
   
 
     
-    
+    
     
     
     
@@ -624,16 +624,16 @@
 
Modules

 
-
+
-
+
-
+
-
+
@@ -681,7 +681,7 @@
     

       

 Created using Sphinx
-7.3.7. Template is modified version of PyData Sphinx Theme. 

 

     

diff --git a/main/api/arlbench.autorl.objectives.html b/main/api/arlbench.autorl.objectives.html
index 5356f77c5..6f2b924dd 100644
--- a/main/api/arlbench.autorl.objectives.html
+++ b/main/api/arlbench.autorl.objectives.html
@@ -28,7 +28,7 @@
   
-    
+    
@@ -775,7 +775,7 @@
     

       

 Created using Sphinx
-7.3.7. Template is modified version of PyData Sphinx Theme. 

 

     

diff --git a/main/api/arlbench.autorl.state_features.html b/main/api/arlbench.autorl.state_features.html
index 409710300..6a388f589 100644
--- a/main/api/arlbench.autorl.state_features.html
+++ b/main/api/arlbench.autorl.state_features.html
@@ -28,7 +28,7 @@
   
-    
+    
@@ -565,7 +565,7 @@
     

       

 Created using Sphinx
-7.3.7. Template is modified version of PyData Sphinx Theme. 

 

     

diff --git a/main/api/arlbench.core.algorithms.algorithm.html b/main/api/arlbench.core.algorithms.algorithm.html
index ecbc06605..0e0a9fb68 100644
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diff --git a/main/api/arlbench.core.algorithms.dqn.dqn.html b/main/api/arlbench.core.algorithms.dqn.dqn.html
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diff --git a/main/api/arlbench.core.algorithms.dqn.html b/main/api/arlbench.core.algorithms.dqn.html
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Modules

 
arlbench.autorl.autorl_env
autorl_env

 
Automated Reinforcement Learning Environment.

 
arlbench.autorl.checkpointing
checkpointing

 
Contains all checkpointing-related methods for the AutoRL environment.

 
arlbench.autorl.objectives
objectives

 
This module contains the objectives for the AutoRL environment.

 
arlbench.autorl.state_features
state_features

 
State features for the AutoRL environment.

 

 
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 

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diff --git a/main/api/arlbench.core.algorithms.html b/main/api/arlbench.core.algorithms.html
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Modules

 
arlbench.core.algorithms.dqn.dqn
dqn

 
DQN algorithm.

 
arlbench.core.algorithms.dqn.models
models

 
Q-Networks for DQN.

 

 
 
     
     
     
     
 
     
     
     
     
 

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diff --git a/main/api/arlbench.core.algorithms.ppo.html b/main/api/arlbench.core.algorithms.ppo.html
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Modules

 
arlbench.core.algorithms.algorithm
algorithm

 
Abstract base class for a reinforcement learning algorithm.

 
arlbench.core.algorithms.buffers
buffers

 
Replay buffers.

 
arlbench.core.algorithms.common
common

 
Common data structures for algorithms.

 
arlbench.core.algorithms.dqn
dqn

 

 
arlbench.core.algorithms.ppo
ppo

 

 
arlbench.core.algorithms.prioritised_item_buffer
prioritised_item_buffer

 
Prioritised replay buffer.

 
arlbench.core.algorithms.sac
sac

 

 

 
 
     
     
     
     
 

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diff --git a/main/api/arlbench.core.algorithms.sac.html b/main/api/arlbench.core.algorithms.sac.html
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Modules

 
arlbench.core.algorithms.ppo.models
models

 
Models for the PPO algorithm.

 
arlbench.core.algorithms.ppo.ppo
ppo

 
Proximal Policy Optimization (PPO) algorithm.

 

 
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 

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Modules

 
arlbench.core.algorithms.sac.models
models

 
SAC models for the actor and critic networks.

 
arlbench.core.algorithms.sac.sac
sac

 
SAC algorithm.

 

 
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 

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arlbench.core.environments.make_env
       

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diff --git a/main/api/arlbench.core.html b/main/api/arlbench.core.html
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Modules

 

 
arlbench.core.environments.autorl_env
autorl_env

 
AutoRL Environment module.

 
arlbench.core.environments.brax_env
brax_env

 
Brax environment adapter.

 
arlbench.core.environments.envpool_env
envpool_env

 
Envpool environment adapter.

 
arlbench.core.environments.gymnasium_env
gymnasium_env

 
Gymnasium environment adapter.

 
arlbench.core.environments.gymnax_env
gymnax_env

 
Gymnax environment adapter.

 
arlbench.core.environments.make_env(...[, ...])
make_env(env_framework, env_name[, ...])

 
ARLBench equivalent to make_env in gymnasium/gymnax etc.

 
arlbench.core.environments.xland_env
xland_env

 
XLand environment adapter.

 

 
 
     
     
     
     

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Modules

 
arlbench.core.algorithms
algorithms

 
RL algorithms.

 
arlbench.core.environments
environments

 

 
arlbench.core.running_statistics
running_statistics

 
Running statistics.

 
arlbench.core.wrappers
wrappers

 

 

 
 
     
     
     
     
 
     
     
     
     
 
     
     
     
     
 

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Modules

 
arlbench.core.wrappers.flatten_observation
flatten_observation

 
Observation Flattening Wrapper.

 
arlbench.core.wrappers.wrapper
wrapper

 
Wrapper class.

 

 
 
     
     
     
     
 
     
     
     
     
 

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Modules

 
arlbench.arlbench
arlbench

 
This module provides a function to run ARLBench using a given config.

 
arlbench.autorl
autorl

 

 
arlbench.core
core

 

 
arlbench.utils
utils

 

 

 
 
     
     
     
     
 
     
     
     
     
 

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\ No newline at end of file


 
arlbench.utils.common
common

 
Common utility functions for the ARLBench package.