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Implementation of 6 DQN extension methods using Pytorch. (RAINBOW)

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LeejwUniverse/RL_Rainbow_Pytorch

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Rainbow


Paper List

Week Name Ref
1 Double DQN https://arxiv.org/abs/1509.06461
1 Multi-step TD https://www.cs.mcgill.ca/~dprecup/courses/RL/Lectures/8-multistep-2019.pdf
2 PER https://arxiv.org/abs/1511.05952
2 Dueling DQN https://arxiv.org/abs/1511.06581
3 Noisy Network https://arxiv.org/abs/1511.05952
4 C51 https://arxiv.org/abs/1707.06887
5 Rainbow https://arxiv.org/abs/1710.02298

4 Methods & 3-step TD test result.

test result


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