EvoX: A Distributed GPU-accelerated Framework for Scalable Evolutionary Computation Jan 29, 2023 GPU Navigate
Code Code Available MO-Gym: A Library of Multi-Objective Reinforcement Learning Environments Nov 30, 2022 Multi-Objective Reinforcement Learning OpenAI Gym
Code Code Available DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation Oct 19, 2022 Deep Reinforcement Learning Imitation Learning
Code Code Available JORLDY: a fully customizable open source framework for reinforcement learning Apr 11, 2022 MuJoCo OpenAI Gym
Code Code Available Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation Jun 24, 2021 MuJoCo OpenAI Gym
Code Code Available Learning to Fly -- a Gym Environment with PyBullet Physics for Reinforcement Learning of Multi-agent Quadcopter Control Mar 3, 2021 Benchmarking Multi-agent Reinforcement Learning
Code Code Available Proximal Policy Optimization Algorithms Jul 20, 2017 Continuous Control Dota 2
Code Code Available Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in Offline Reinforcement Learning Jun 4, 2024 Mamba OpenAI Gym
Code Code Available OMPO: A Unified Framework for RL under Policy and Dynamics Shifts May 29, 2024 Domain Adaptation OpenAI Gym
Code Code Available Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow May 22, 2024 Ingenuity MuJoCo
Code Code Available RFRL Gym: A Reinforcement Learning Testbed for Cognitive Radio Applications Dec 20, 2023 OpenAI Gym reinforcement-learning
Code Code Available Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations Dec 15, 2023 OpenAI Gym reinforcement-learning
Code Code Available LLF-Bench: Benchmark for Interactive Learning from Language Feedback Dec 11, 2023 Information Retrieval OpenAI Gym
Code Code Available Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym Dec 6, 2023 Benchmarking Decision Making
Code Code Available Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms Nov 30, 2023 Benchmarking OpenAI Gym
Code Code Available Offline Retraining for Online RL: Decoupled Policy Learning to Mitigate Exploration Bias Oct 12, 2023 D4RL Offline RL
Code Code Available qgym: A Gym for Training and Benchmarking RL-Based Quantum Compilation Aug 1, 2023 Benchmarking OpenAI Gym
Code Code Available For SALE: State-Action Representation Learning for Deep Reinforcement Learning Jun 4, 2023 continuous-control Continuous Control
Code Code Available PushWorld: A benchmark for manipulation planning with tools and movable obstacles Jan 24, 2023 OpenAI Gym Starcraft
Code Code Available pyRDDLGym: From RDDL to Gym Environments Nov 11, 2022 OpenAI Gym
Code Code Available Design Process is a Reinforcement Learning Problem Nov 6, 2022 Layout Design OpenAI Gym
Code Code Available CaiRL: A High-Performance Reinforcement Learning Environment Toolkit Oct 3, 2022 OpenAI Gym reinforcement-learning
Code Code Available COOL-MC: A Comprehensive Tool for Reinforcement Learning and Model Checking Sep 15, 2022 OpenAI Gym reinforcement-learning
Code Code Available Bayesian Soft Actor-Critic: A Directed Acyclic Strategy Graph Based Deep Reinforcement Learning Aug 11, 2022 continuous-control Continuous Control
Code Code Available Avalanche RL: a Continual Reinforcement Learning Library Feb 28, 2022 Continual Learning OpenAI Gym
Code Code Available QuadSim: A Quadcopter Rotational Dynamics Simulation Framework For Reinforcement Learning Algorithms Feb 14, 2022 OpenAI Gym reinforcement-learning
Code Code Available TMM-Fast: A Transfer Matrix Computation Package for Multilayer Thin-Film Optimization Nov 24, 2021 OpenAI Gym
Code Code Available ABIDES-Gym: Gym Environments for Multi-Agent Discrete Event Simulation and Application to Financial Markets Oct 27, 2021 OpenAI Gym Reinforcement Learning (RL)
Code Code Available Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms Sep 25, 2021 OpenAI Gym reinforcement-learning
Code Code Available CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research Sep 17, 2021 Compiler Optimization OpenAI Gym
Code Code Available PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems Sep 8, 2021 OpenAI Gym reinforcement-learning
Code Code Available MarsExplorer: Exploration of Unknown Terrains via Deep Reinforcement Learning and Procedurally Generated Environments Jul 21, 2021 Deep Reinforcement Learning OpenAI Gym
Code Code Available Multi-Goal Reinforcement Learning environments for simulated Franka Emika Panda robot Jun 25, 2021 Multi-Goal Reinforcement Learning OpenAI Gym
Code Code Available Solving Continuous Control with Episodic Memory Jun 16, 2021 continuous-control Continuous Control
Code Code Available rSoccer: A Framework for Studying Reinforcement Learning in Small and Very Small Size Robot Soccer Jun 15, 2021 OpenAI Gym reinforcement-learning
Code Code Available Dynamic Sparse Training for Deep Reinforcement Learning Jun 8, 2021 continuous-control Continuous Control
Code Code Available Decision Transformer: Reinforcement Learning via Sequence Modeling Jun 2, 2021 Atari Games D4RL
Code Code Available An Open-Source Multi-Goal Reinforcement Learning Environment for Robotic Manipulation with Pybullet May 12, 2021 MuJoCo Multi-Goal Reinforcement Learning
Code Code Available A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems May 11, 2021 Benchmarking Edge-computing
Code Code Available CropGym: a Reinforcement Learning Environment for Crop Management Apr 9, 2021 Management OpenAI Gym
Code Code Available Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control Mar 30, 2021 CPU OpenAI Gym
Code Code Available The AI Arena: A Framework for Distributed Multi-Agent Reinforcement Learning Mar 9, 2021 Multi-agent Reinforcement Learning OpenAI Gym
Code Code Available Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking Feb 19, 2021 Benchmarking OpenAI Gym
Code Code Available Improving Model-Based Reinforcement Learning with Internal State Representations through Self-Supervision Feb 10, 2021 Board Games Model-based Reinforcement Learning
Code Code Available LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control Feb 6, 2021 Autonomous Driving OpenAI Gym
Code Code Available Explainable Reinforcement Learning for Longitudinal Control Feb 6, 2021 Deep Reinforcement Learning OpenAI Gym
Code Code Available Developing an OpenAI Gym-compatible framework and simulation environment for testing Deep Reinforcement Learning agents solving the Ambulance Location Problem Jan 12, 2021 Atari Games Deep Reinforcement Learning
Code Code Available Reinforcement Learning for Control of Valves Dec 29, 2020 OpenAI Gym reinforcement-learning
Code Code Available CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management Dec 18, 2020 energy management Management
Code Code Available NavRep: Unsupervised Representations for Reinforcement Learning of Robot Navigation in Dynamic Human Environments Dec 8, 2020 OpenAI Gym reinforcement-learning
Code Code Available 