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Deep Reinforcement Learning Python Packages

Python packages with the GitHub topic deep-reinforcement-learning. Sorted by relevance, with stars and monthly downloads.
tahashieenavaz
aftab

Combining advancements in discrete deep reinforcement learning

45K 3 1
takuseno
d3rlpy

An offline deep reinforcement learning library

42K 2K 264
carla-simulator
carla

Open-source simulator for autonomous driving research.

23K 14K 5K
Unity-Technologies
mlagents-envs

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

20K 19K 4K
Unity-Technologies
mlagents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

13K 19K 4K
datamllab
rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

11K 3K 743
AI4Finance-Foundation
finrl

FinRL®: Financial Reinforcement Learning. 🔥

8K 15K 3K
DLR-RM
rl-zoo3

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

6K 3K 598
microsoft
airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

5K 18K 5K
epignatelli
navix

Accelerated minigrid environments with JAX

5K 170 21
MITDeepLearning
mitdeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

4K 9K 5K
bark-simulator
bark-simulator

A tool for Behavior benchmARKing

4K 305 72
facebookresearch
habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

3K 3K 663
byoenet
byoe

卜一智航 — 携智而来,决策随行。AI 开发团队编排 + 内置多模型编程 Agent 一体化工具

3K 0 1
lucadellalib
actorch

Deep reinforcement learning framework for fast prototyping based on PyTorch

3K 14 0
LucasAlegre
sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

3K 1K 261
facebookresearch
habitat-baselines

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

2K 3K 663
chimera0
accelbrainbeat

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

2K 325 91
tensorforce
tensorforce

Tensorforce: a TensorFlow library for applied reinforcement learning

2K 3K 525
neptune-ai
neptune-contrib

This library is a location of the LegacyLogger for PyTorch Lightning.

2K 26 9
wau
keras-rl2

Reinforcement learning with tensorflow 2 keras

2K 252 103
google
trax

Trax — Deep Learning with Clear Code and Speed

2K 8K 824
Unity-Technologies
gym-unity

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

1K 19K 4K
cpnota
autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

1K 657 73
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