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DeepRL-TensorFlow2

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🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

tensorflow2-deep-reinforcement-learning

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Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"

reinforcement-learning-algorithms

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This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are st...

self-imitation-learning-pytorch

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This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.

Deep-reinforcement-learning-with-pytorch

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PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

DeepRL-Tutorials

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Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

cleanrl

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High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

imitation_learning

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PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.

tianshou

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An elegant PyTorch deep reinforcement learning library.

RLcycle

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A library for ready-made reinforcement learning agents and reusable components for neat prototyping