udacity / deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming hill-climbing ddpg cross-entropy openai-gym-solutions pytorch-rl ppo ml-agents rl-algorithms

Updated Aug 22, 2020
Jupyter Notebook

Khrylx / PyTorch-RL

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PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

reinforcement-learning deep-reinforcement-learning pytorch generative-adversarial-network policy-gradient trpo fisher-vectors pytorch-rl proximal-policy-optimization ppo a2c

Updated Apr 23, 2020
Python

Omegastick / pytorch-cpp-rl

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PyTorch C++ Reinforcement Learning

reinforcement-learning cplusplus cpp pytorch reinforcement-learning-algorithms continuous-control actor-critic pytorch-rl proximal-policy-optimization ppo advantage-actor-critic a2c libtorch pytorch-cpp-frontend

Updated May 3, 2020
C++

awarebayes / RecNN

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Reinforced Recommendation toolkit build around pytorch 1.6

library reinforcement-learning toolkit pytorch recommendation-system recommender-system pytorch-rl news-recommendation

Updated Sep 14, 2020
Python

xuehy / pytorch-maddpg

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A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

multiagent-reinforcement-learning pytorch-rl

Updated Jun 5, 2018
Python

dongminlee94 / deep_rl

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PyTorch implementations of Deep Reinforcement Learning algorithms (DQN, DDQN, A2C, VPG, TRPO, PPO, DDPG, TD3, SAC, ASAC, TAC, ATAC)

reinforcement-learning deep-reinforcement-learning pytorch pytorch-rl model-free-rl

Updated Sep 14, 2020
Python

devendrachaplot / DeepRL-Grounding

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Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

reinforcement-learning pytorch pytorch-rl a3c-lstm language-grounding gated-attention

Updated Apr 16, 2018
Python

devendrachaplot / Neural-Localization

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Train an RL agent to localize actively (PyTorch)

reinforcement-learning localization pytorch neural-networks pytorch-rl

Updated Apr 9, 2018
Python

greydanus / baby-a3c

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A high-performance Atari A3C agent in 180 lines of PyTorch

deep-reinforcement-learning pytorch a3c atari actor-critic pytorch-a3c pytorch-rl

Updated Jan 6, 2020
Python

nikhilbarhate99 / Hierarchical-Actor-Critic-HAC-PyTorch

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PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

reinforcement-learning deep-reinforcement-learning openai-gym pytorch reinforcement-learning-algorithms hierarchical-reinforcement-learning actor-critic gym-environment pytorch-rl gym-environments pytorch-implementation

Updated Feb 12, 2020
Python

dongminlee94 / Samsung-DRL-Code

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Repository for codes of Deep Reinforcement Learning (DRL) lectured at Samsung

reinforcement-learning deep-reinforcement-learning pytorch pytorch-rl model-free-rl

Updated Jul 24, 2019
Python

pandezhao / alpha_sigma

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A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.

reinforcement-learning deep-learning deep-reinforcement-learning pytorch gomoku monte-carlo-tree-search gomoku-game pytorch-rl alphazero

Updated Apr 4, 2019
Python

bentrevett / pytorch-rl

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Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

reinforcement-learning pytorch policy-gradient reinforcement-learning-algorithms rl actor-critic pytorch-tutorial pytorch-tutorials pytorch-rl advantage-actor-critic a2c pytorch-implmention pytorch-implementation generalized-advantage-estimation

Updated Jan 27, 2020
Jupyter Notebook

cyoon1729 / Policy-Gradient-Methods

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Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

reinforcement-learning pytorch a3c ddpg pytorch-rl a2c td3 policy-gradients soft-actor-critic

Updated Jul 23, 2019
Jupyter Notebook

mdeib / berkeley-deep-RL-pytorch-starter

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Pytorch starter code for UC Berkeley's cs285 assignments

reinforcement-learning pytorch-rl cs285

Updated Jul 23, 2020
Python

RITCHIEHuang / DeepRL_Algorithms

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DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)