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pytorch-rl

Here are 44 public repositories matching this topic...

opendilab / DI-engine

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

Updated Jul 29, 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

Updated Feb 9, 2021
Python

xuehy / pytorch-maddpg

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

multiagent-reinforcement-learning pytorch-rl

Updated Jun 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

Updated Dec 8, 2020
Python

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

Updated Mar 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

Updated Nov 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

Updated Mar 10, 2025
Python

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

Updated Apr 16, 2018
Python

devendrachaplot / Neural-Localization

Train an RL agent to localize actively (PyTorch)

reinforcement-learning localization pytorch neural-networks pytorch-rl

Updated Apr 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

Updated Jul 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

Updated Apr 4, 2019
Python

mdeib / berkeley-deep-RL-pytorch-solutions

Pytorch solutions for UC Berkeley's cs285 assignments

reinforcement-learning pytorch-rl cs285

Updated Jan 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

Updated Sep 20, 2021
Python

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

Updated Mar 24, 2023
Python

mdeib / berkeley-deep-RL-pytorch-starter

Pytorch starter code for UC Berkeley's cs285 assignments

reinforcement-learning pytorch-rl cs285

Updated Jan 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

Updated Jul 9, 2019
Python

SapanaChaudhary / PyTorch-CPO

PyTorch implementation of Constrained Policy Optimization

reinforcement-learning deep-reinforcement-learning pytorch constrained-optimization policy-gradient reinforcement-learning-algorithms trpo pytorch-rl trpo-pytorch pytorch-reinforcement-learning constrained-policy-gradient

Updated Oct 19, 2021
Python

med-air / DEX

[ICRA 2023] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot

reinforcement-learning ddpg sac pytorch-rl advantage-actor-critic gail hindsight-experience-replay surgical-robots sqil awac automation-robotics goal-conditioned-rl

Updated May 19, 2023
Python

batuhan3526 / AirSim-PyTorch-Drone-DDQN-Agent

This code is the result of the collaboration of RL Turkey team.

reinforcement-learning drone dqn rl autonomous-driving autonomous-vehicles ddqn airsim pytorch-rl airsim-simulator dqn-pytorch ddqn-pyotrch

Updated Feb 21, 2024
Python

dongminlee94 / Reinforcement-Learning-Code

A repository for code of reinforcement learning algorithms with PyTorch

reinforcement-learning algorithms pytorch inverse-reinforcement-learning pytorch-rl model-free-rl

Updated Sep 20, 2021
Python

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