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集合主题趋势排行榜
#

gym

Website
Wikipedia
DLR-RM/stable-baselines3
https://static.github-zh.com/github_avatars/DLR-RM?size=40
DLR-RM / stable-baselines3

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

reinforcement-learningreinforcement-learning-algorithms机器学习gymopenaibaselinestoolboxstable-baselinesPythonPyTorchRoboticssdegsdesb3
Python 11.51 k
2 天前
Farama-Foundation/Gymnasium
https://static.github-zh.com/github_avatars/Farama-Foundation?size=40
Farama-Foundation / Gymnasium

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

APIgymreinforcement-learning
Python 10.12 k
3 天前
https://static.github-zh.com/github_avatars/vwxyzjn?size=40
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)

wandbreinforcement-learningPyTorchPythongym机器学习deep-reinforcement-learning深度学习atarialea2cproximal-policy-optimizationppoadvantage-actor-criticactor-criticphasic-policy-gradient
Python 7.85 k
2 个月前
https://static.github-zh.com/github_avatars/Snouzy?size=40
Snouzy / workout-cool

🏋 Modern open-source fitness coaching platform. Create workout plans, track progress, and access a comprehensive exercise database.

coachexercisefitnessgymhealthNextOpen SourcePostgreSQLprismaradix-uiReactshadcn-uiTailwind CSStrainingTypeScriptWeb appworkout
TypeScript 6.43 k
3 天前
https://static.github-zh.com/github_avatars/wger-project?size=40
wger-project / wger

Self hosted FLOSS fitness/workout, nutrition and weight tracker

PythonDjangofitnessgym自托管workoutHacktoberfest
Python 5.07 k
3 天前
Farama-Foundation/PettingZoo
https://static.github-zh.com/github_avatars/Farama-Foundation?size=40
Farama-Foundation / PettingZoo

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

APIgymmulti-agent-reinforcement-learningreinforcement-learningmultiagent-reinforcement-learning
Python 3.11 k
8 天前
https://static.github-zh.com/github_avatars/werner-duvaud?size=40
werner-duvaud / muzero-general

#计算机科学#MuZero

muzeroreinforcement-learningalphazeroPyTorchPythonself-learningmonte-carlo-tree-search深度学习deep-reinforcement-learning神经网络rltensorboardgymmctsalphago机器学习
Python 2.69 k
1 年前
DLR-RM/rl-baselines3-zoo
https://static.github-zh.com/github_avatars/DLR-RM?size=40
DLR-RM / rl-baselines3-zoo

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

rlreinforcement-learningstable-baselinesopenaigympybullethyperparameter-optimizationhyperparameter-tuninghyperparameter-searchoptimizationsdeRoboticslabdeep-reinforcement-learningPyTorch
Python 2.55 k
11 天前
Farama-Foundation/Minigrid
https://static.github-zh.com/github_avatars/Farama-Foundation?size=40
Farama-Foundation / Minigrid

Simple and easily configurable grid world environments for reinforcement learning

gym
Python 2.32 k
7 天前
utiasDSL/gym-pybullet-drones
https://static.github-zh.com/github_avatars/utiasDSL?size=40
utiasDSL / gym-pybullet-drones

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

pybulletRoboticsreinforcement-learningcontroluavquadcoptermulti-agentgymbetaflight
Python 1.62 k
16 天前
https://static.github-zh.com/github_avatars/opendilab?size=40
opendilab / LightZero

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

alphazeroataricontinuous-controlmonte-carlo-tree-searchmuzeroPyTorchreinforcement-learningmctsboard-gamegymself-play
Python 1.43 k
4 天前
https://static.github-zh.com/github_avatars/tinkoff-ai?size=40
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

d4rlgymoffline-reinforcement-learningreinforcement-learning
Python 1.26 k
2 年前
https://static.github-zh.com/github_avatars/vietnh1009?size=40
vietnh1009 / Super-mario-bros-PPO-pytorch

#计算机科学#Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

reinforcement-learningppoppo2PyTorchgymPython深度学习super-mario-brosmario人工智能proximal-policy-optimizationopenaiopenai-gym
Python 1.24 k
4 年前
sail-sg/envpool
https://static.github-zh.com/github_avatars/sail-sg?size=40
sail-sg / envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

reinforcement-learningparallel-processingC++pybind11reinforcement-learning-environmentsthreadpoolatari-gamesvizdoomgymhigh-performance-computingmujocobox2ddm-controlRobotics
C++ 1.19 k
1 年前
araffin/rl-baselines-zoo
https://static.github-zh.com/github_avatars/araffin?size=40
araffin / rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

rlreinforcement-learningstable-baselinesopenai-gymopenaigympybulletoptimizationhyperparameter-optimizationhyperparameter-searchhyperparameter-tuning
Python 1.18 k
3 年前
https://static.github-zh.com/github_avatars/EMI-Group?size=40
EMI-Group / evox

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

evolutionary-algorithmsneuroevolutiongpu-accelerationraygradient-free-optimizationjaxmetaheuristicsmulti-objective-optimizationgymevolutionary-computationPyTorch
Python 1.13 k
6 天前
https://static.github-zh.com/github_avatars/vietnh1009?size=40
vietnh1009 / Super-mario-bros-A3C-pytorch

#计算机科学#Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

reinforcement-learninga3cPyTorchgymPython深度学习super-mario-brosmario人工智能
Python 1.1 k
1 年前
https://static.github-zh.com/github_avatars/open-thought?size=40
open-thought / reasoning-gym

procedural reasoning datasets

gymreinforcement-learninglarge-language-models
Python 1.1 k
4 天前
https://static.github-zh.com/github_avatars/ZhiqingXiao?size=40
ZhiqingXiao / rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

reinforcement-learninggymopenai-gymTensorflowtensorflow2PythonPyTorchdeep-reinforcement-learning
HTML 980
2 个月前
https://static.github-zh.com/github_avatars/deepdrive?size=40
deepdrive / deepdrive

#计算机科学#Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

self-driving-carTensorflowreinforcement-learning虚幻引擎Simulation深度学习Pythongymdeep-reinforcement-learningsensorimotorcompetitionvisioncontroltransfer-learning
Python 917
2 年前
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