Reinforcement Learning Libraries - Page 6

Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).

Python 335Updated: 1 y ago License: No License (No License)

gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo

Python 334Updated: 1 y ago License: Permissive (Apache-2.0)

Repository for Open Source Reinforcement Learning Framework JORLDY

Python 331Updated: 1 y ago License: Permissive (Apache-2.0)

Trading with recurrent actor-critic reinforcement learning

Jupyter Notebook 330Updated: 3 y ago License: No License (No License)

羊了个羊 + 深度强化学习（Deep Reinforcement Learning + 3 Tiles Game)

Python 328Updated: 11 mo ago License: Permissive (Apache-2.0)

An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.

Python 319Updated: 12 mo ago License: Permissive (MIT)

MCTS project for Tetris

Python 318Updated: 1 y ago License: No License (No License)

AlphaZero implemented Chinese chess. AlphaGo Zero / AlphaZero实践项目，实现中国象棋。

Python 318Updated: 3 y ago License: Permissive (MIT)

Evolution Strategies in PyTorch

Python 317Updated: 3 y ago License: Permissive (MIT)

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

Python 314Updated: 3 y ago License: Permissive (MIT)

Framework for Multi-Agent Deep Reinforcement Learning in Poker

Python 313Updated: 11 mo ago License: Permissive (MIT)

Pointer-generator reinforced seq2seq summarization in PyTorch

Python 313Updated: 3 y ago License: Permissive (MIT)

PyTorch implementation of Trust Region Policy Optimization

Python 312Updated: 3 y ago License: Permissive (MIT)

Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks"

Python 311Updated: 3 y ago License: No License (No License)

Build environment and train a robot arm from scratch (Reinforcement Learning)

Python 311Updated: 11 mo ago License: No License (No License)

Set of robotic environments based on PyBullet physics engine and gymnasium.

Python 310Updated: 11 mo ago License: Permissive (MIT)

Imitation learning algorithms

Python 307Updated: 11 mo ago License: Permissive (MIT)

A SpaceX Rocket Lander environment for OpenAI gym using Box2D

Python 302Updated: 1 y ago License: Permissive (MIT)

Python 301Updated: 3 y ago License: No License (No License)

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

Python 298Updated: 1 y ago License: Permissive (MIT)

Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments".

Python 298Updated: 12 mo ago License: No License (No License)

A Python interface for reinforcement learning environments

Python 295Updated: 1 y ago License: Permissive (Apache-2.0)

A diverse suite of scalable reinforcement learning environments in JAX

Python 295Updated: 11 mo ago License: Permissive (Apache-2.0)

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

Python 294Updated: 1 y ago License: Permissive (MIT)

SpaceX Falcon 9 Box2D continuous-action simulation with traditional and AI controllers.

Python 293Updated: 1 y ago License: No License (No License)

Pytorch Implementation of MuZero

Python 293Updated: 11 mo ago License: Permissive (MIT)

Deep Reinforcement Learning for de-novo Drug Design

Jupyter Notebook 293Updated: 1 y ago License: Permissive (MIT)

A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

Jupyter Notebook 289Updated: 1 y ago License: Permissive (MIT)

JavaScript 289Updated: 3 y ago License: Permissive (MIT)

Unreal environments for reinforcement learning

Python 288Updated: 1 y ago License: No License (No License)

multi-agent deep reinforcement learning for networked system control.

Python 286Updated: 1 y ago License: No License (No License)

🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉

Python 282Updated: 1 y ago License: No License (No License)

Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch

Python 282Updated: 1 y ago License: Permissive (MIT)

Reinforcement learning algorithms for MuJoCo tasks

Python 281Updated: 1 y ago License: Permissive (Apache-2.0)

RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

Python 281Updated: 11 mo ago License: Permissive (MIT)

Using Reinforcement Learning to play FIFA

Python 278Updated: 1 y ago License: No License (No License)

Environments for OR and RL Research

Python 277Updated: 1 y ago License: Permissive (MIT)

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

Python 276Updated: 11 mo ago License: Permissive (MIT)

This is a library that provides dual dexterous hand manipulation tasks through Isaac Gym

Python 275Updated: 1 y ago License: Permissive (Apache-2.0)

Reinforcement learning tutorials

Python 272Updated: 11 mo ago License: Permissive (MIT)

Lightweight, stable, efficient PyTorch implement of reinforcement learning. I want to call this PyTorch implement as "3-Python-file-RL".

Python 272Updated: 3 y ago License: Proprietary (Proprietary)

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

Jupyter Notebook 271Updated: 1 y ago License: Permissive (BSD-3-Clause)

A framework for hydrodynamics explorations and prototyping

Jupyter Notebook 270Updated: 1 y ago License: Permissive (BSD-3-Clause)

This is a simple implementation of DeepMind's PySC2 RL agents.

Python 267Updated: 3 y ago License: No License (No License)

Code for the paper "Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments"

Python 267Updated: 1 y ago License: No License (No License)

Market Making via Reinforcement Learning

C++ 267Updated: 12 mo ago License: Permissive (BSD-3-Clause)

A student implementation of Alpha Go Zero

Python 266Updated: 1 y ago License: No License (No License)

xingtian is a componentized library for the development and verification of reinforcement learning algorithms

Python 265Updated: 1 y ago License: Permissive (MIT)

Repository for the ongoing development of the Brown-UMBC Reinforcement Learning And Planning (BURLAP) java library

Java 264Updated: 3 y ago License: Permissive (Apache-2.0)

The new, official app repository of the Umbrel App Store. Submit apps and updates here.

HTML 264Updated: 11 mo ago License: No License (No License)