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pytorch-rl

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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

UpdatedNov 16, 2023
Jupyter Notebook

opendilab /DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

python reinforcement-learning impala reinforcement-learning-algorithms minigrid atari imitation-learning distributed-system drl inverse-reinforcement-learning r2d2 smac mujoco multiagent-reinforcement-learning pytorch-rl self-play model-based-reinforcement-learning exploration-exploitation distributed-reinforcement-learning offline-rl

UpdatedMar 17, 2025
Python

Khrylx /PyTorch-RL

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

UpdatedFeb 9, 2021
Python

xuehy /pytorch-maddpg

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

multiagent-reinforcement-learning pytorch-rl

UpdatedJun 5, 2018
Python

awarebayes /RecNN

Reinforced Recommendation toolkit built around pytorch 1.7

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

UpdatedDec 8, 2020
Python

Omegastick /pytorch-cpp-rl

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

UpdatedMay 3, 2020
C++

RITCHIEHuang /DeepRL_Algorithms

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

deep-reinforcement-learning dqn policy-gradient reinforcement-learning-algorithms reinforcement trpo mujoco pytorch-rl ppo td3 pytorch-implementation soft-actor-critic tensorflow2 policygradient

UpdatedMar 25, 2023
Python

nikhilbarhate99 /Hierarchical-Actor-Critic-HAC-PyTorch

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

UpdatedNov 24, 2021
Python

opendilab /DI-engine-docs

DI-engine docs (Chinese and English)

reinforcement-learning deep-learning reinforcement-learning-algorithms imitation-learning inverse-reinforcement-learning pytorch-rl model-based-reinforcement-learning multi-agent-reinforcement-learning offline-rl

UpdatedMar 10, 2025
Python

bentrevett /pytorch-rl

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

UpdatedOct 23, 2020
Jupyter Notebook

devendrachaplot /DeepRL-Grounding

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

UpdatedApr 16, 2018
Python

devendrachaplot /Neural-Localization

Train an RL agent to localize actively (PyTorch)

reinforcement-learning localization pytorch neural-networks pytorch-rl

UpdatedApr 9, 2018
Python

greydanus /baby-a3c

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

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

UpdatedJul 31, 2021
Python

pandezhao /alpha_sigma

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

UpdatedApr 4, 2019
Python

mdeib /berkeley-deep-RL-pytorch-solutions

Pytorch solutions for UC Berkeley's cs285 assignments

reinforcement-learning pytorch-rl cs285

UpdatedJan 21, 2022
Python

dongminlee94 /Samsung-DRL-Code

A repository for implementation of deep reinforcement learning lectured at Samsung

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

UpdatedSep 20, 2021
Python

cyoon1729 /Policy-Gradient-Methods

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

UpdatedJul 23, 2019
Jupyter Notebook

aksub99 /MolDQN-pytorch

A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".

python machine-learning reinforcement-learning deep-learning chemistry molecule pytorch drug-discovery materials-science materials-informatics pytorch-rl pytorch-implementation dqn-pytorch inverse-design

UpdatedMar 24, 2023
Python

mdeib /berkeley-deep-RL-pytorch-starter

Pytorch starter code for UC Berkeley's cs285 assignments

reinforcement-learning pytorch-rl cs285

UpdatedJan 21, 2022
Python

cyoon1729 /Multi-agent-reinforcement-learning

Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG

pytorch multiagent-reinforcement-learning pytorch-rl maddpg marl

UpdatedJul 9, 2019
Python

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