gym · GitHub Topics

#计算机科学#PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

翻译 - 稳定基线的PyTorch版本，增强学习算法的改进实现。

reinforcement-learning reinforcement-learning-algorithms 机器学习 gym openai baselines toolbox stable-baselines Python PyTorch Robotics sde

Python 10.05 k

3 小时前

Farama-Foundation / Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

API gym reinforcement-learning

Python 8.53 k

6 天前

vwxyzjn / cleanrl

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

wandb reinforcement-learning PyTorch Python gym 机器学习 deep-reinforcement-learning 深度学习 atari ale a2c proximal-policy-optimization ppo advantage-actor-critic actor-critic phasic-policy-gradient

Python 6.51 k

9 天前

wger-project / wger

Self hosted FLOSS fitness/workout, nutrition and weight tracker

Python Django fitness gym 自托管 workout Hacktoberfest

Python 4.44 k

1 天前

Farama-Foundation / PettingZoo

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

翻译 - 用于多主体强化学习的体育馆

API gym multi-agent-reinforcement-learning reinforcement-learning multiagent-reinforcement-learning

Python 2.8 k

6 天前

werner-duvaud / muzero-general

#计算机科学#MuZero

翻译 - 零

muzero reinforcement-learning alphazero PyTorch Python self-learning monte-carlo-tree-search 深度学习 deep-reinforcement-learning 神经网络 rl tensorboard gym mcts alphago 机器学习

Python 2.6 k

6 个月前

DLR-RM / rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

rl reinforcement-learning stable-baselines openai gym pybullet hyperparameter-optimization hyperparameter-tuning hyperparameter-search optimization sde Robotics lab deep-reinforcement-learning PyTorch

Python 2.28 k

7 天前

Farama-Foundation / Minigrid

Simple and easily configurable grid world environments for reinforcement learning

gym

Python 2.19 k

1 个月前

utiasDSL / gym-pybullet-drones

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

pybullet Robotics reinforcement-learning control uav quadcopter multi-agent gym betaflight

Python 1.41 k

1 个月前

opendilab / LightZero

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

alphazero atari continuous-control monte-carlo-tree-search muzero PyTorch reinforcement-learning mcts board-game gym self-play

Python 1.3 k

1 天前

tinkoff-ai / CORL

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

d4rl gym offline-reinforcement-learning reinforcement-learning

Python 1.17 k

2 年前