Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
RL algorithms, environments, simulators and decision-making systems.
Signals: reinforcement-learning, deep-reinforcement-learning, rl, gymnasium, openai-gym, multi-agent-reinforcement-learning, imitation-learning
653 results
A reinforcement learning environment for aircraft control using the JSBSim flight dynamics model
Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"
Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)
🚀 A fast safe reinforcement learning library in PyTorch
Deep reinforcement learning based energy management strategy for hybrid electric vehicle
Packing irregular objects with deep reinforcement learning.
Online Goal-Conditioned Reinforcement Learning in JAX. ICLR 2025 Spotlight.
Open-Source Distributed Reinforcement Learning Framework by Stanford Vision and Learning Lab
A collection of reinforcement learning environments for simple web interaction tasks
two wheel legged robot for IsaacLab - reinforcement learning
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning
An easier PyTorch deep reinforcement learning library.
[RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering
EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinforcement Learning (ERL), AutoRL, and seamless integration with GPU-optimized simulation environments.
PyTorch implementation of DDPG algorithm for continuous action reinforcement learning problem.
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
A framework for Reinforcement Learning research.
An elegant PyTorch offline reinforcement learning library for researchers.
multi-agent deep reinforcement learning for large-scale traffic signal control.
A simple and highly efficient RTS-game-inspired environment for reinforcement learning
Spriteworld: a flexible, configurable python-based reinforcement learning environment
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
Molecular De Novo design using Recurrent Neural Networks and Reinforcement Learning
Repository for Open Source Reinforcement Learning Framework JORLDY
24,523 repositories in the index in total.
