d2rl

Here are 5 public repositories matching this topic...

BY571 / Soft-Actor-Critic-and-Extensions

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

reinforcement-learning parallel-computing pytorch multi-environment reinforcement-learning-algorithms continuous sac prioritized-experience-replay actor-critic-algorithm soft-actor-critic emphasizing-recent-experience munchausen-reinforcement-learning munchausen d2rl

Updated Feb 24, 2021
Python

BY571 / D4PG

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PyTorch implementation of D4PG with the SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2RL which can be added to D4PG to improve its performance.

reinforcement-learning ddpg deep-deterministic-policy-gradient iqn prioritized-experience-replay actor-critic-algorithm pytorch-implementation distributional-rl d4pg munchausen-reinforcement-learning nstep-bootstrapping d2rl

Updated Apr 7, 2021
Python

LQNew / Deeper_Larger_Actor-Critic_RL

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Pytorch implementation of large network design in continous control RL.

deep-reinforcement-learning ddpg sac actor-critic ppo td3 d2rl ofenet

Updated Jan 5, 2022
Python

Durham University, Dissertation: 1st - 92. Additional Materials and Codebase for the paper: Combining Recent Advances in Reinforcement Learning for Super Mario Bros. - Recurrent Replay Deeper Denser Distributed DQN+ (R2D4+).

super-mario reinforcement-learning deep-learning q-learning rainbow nes rl r2d2 super-mario-bros iqn d2rl r2d4 r2d4-plus

Updated Jan 24, 2022
Python

BY571 / TD3-and-Extensions

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PyTorch implementation of Twin Delayed Deep Deterministic Policy Gradient (TD3) - including additional Extension to improve the algorithm's performance.

ddpg continuous-control reinforcement-learning-agent prioritized-experience-replay td3 munchausen-reinforcement-learning nstep-bootstrapping d2rl

Updated Mar 20, 2021
Python

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d2rl

Here are 5 public repositories matching this topic...

BY571 / Soft-Actor-Critic-and-Extensions

BY571 / D4PG

LQNew / Deeper_Larger_Actor-Critic_RL

shadowbourne / R2D4-RL

BY571 / TD3-and-Extensions

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