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pytorch-rl

Website
Wikipedia

udacity / deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

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

Jupyter Notebook 5.06 k

2 年前

opendilab / DI-engine

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

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

Python 3.45 k

10 天前

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 policy-gradient pytorch-rl proximal-policy-optimization ppo PyTorch a2c Generative Adversarial Network deep-reinforcement-learning

Python 1.22 k

4 年前

xuehy / pytorch-maddpg

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

pytorch-rl multiagent-reinforcement-learning

Python 662

7 年前

awarebayes / RecNN

Reinforced Recommendation toolkit built around pytorch 1.7

PyTorch reinforcement-learning pytorch-rl recommender-system recommendation-system Library toolkit

Python 583

5 年前

Omegastick / pytorch-cpp-rl

PyTorch C++ Reinforcement Learning

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

C++ 523

5 年前

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)

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

Python 334

2 年前

nikhilbarhate99 / Hierarchical-Actor-Critic-HAC-PyTorch

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

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

Python 317

4 年前

opendilab / DI-engine-docs

#计算机科学#DI-engine docs (Chinese and English)

reinforcement-learning reinforcement-learning-algorithms imitation-learning inverse-reinforcement-learning multi-agent-reinforcement-learning model-based-reinforcement-learning 深度学习 pytorch-rl

Python 302

3 个月前

bentrevett / pytorch-rl

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

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

Jupyter Notebook 279

5 年前

devendrachaplot / DeepRL-Grounding

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

PyTorch reinforcement-learning language-grounding pytorch-rl

Python 236

7 年前

devendrachaplot / Neural-Localization

Train an RL agent to localize actively (PyTorch)

PyTorch reinforcement-learning pytorch-rl Localization (l10n)neural-networks

Python 210

7 年前

greydanus / baby-a3c

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

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

Python 171

4 年前

pandezhao / alpha_sigma

#计算机科学#A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.

reinforcement-learning 深度学习 PyTorch pytorch-rl alphazero monte-carlo-tree-search deep-reinforcement-learning

Python 165

6 年前

mdeib / berkeley-deep-RL-pytorch-solutions

Pytorch solutions for UC Berkeley's cs285 assignments

reinforcement-learning pytorch-rl

Python 138

3 年前

dongminlee94 / Samsung-DRL-Code

A repository for implementation of deep reinforcement learning lectured at Samsung

reinforcement-learning deep-reinforcement-learning PyTorch pytorch-rl

Python 108

4 年前

cyoon1729 / Policy-Gradient-Methods

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

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

Jupyter Notebook 99

6 年前

aksub99 / MolDQN-pytorch

#计算机科学#A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".

PyTorch pytorch-implementation pytorch-rl reinforcement-learning dqn-pytorch 深度学习 drug-discovery materials-informatics Molecule Chemistry materials-science Python 机器学习

Python 80

2 年前

mdeib / berkeley-deep-RL-pytorch-starter

Pytorch starter code for UC Berkeley's cs285 assignments

reinforcement-learning pytorch-rl

Python 71

3 年前

cyoon1729 / Multi-agent-reinforcement-learning

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

marl multiagent-reinforcement-learning PyTorch pytorch-rl

Python 64

6 年前

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