MoËT: Mixture of Expert Trees and its Application to Verifiable Reinforcement Learning Jun 16, 2019 Game of Go Imitation Learning
Code Code Available 5 Integrating Deep Reinforcement Learning Networks with Health System Simulations Jul 21, 2020 Deep Reinforcement Learning OpenAI Gym
Code Code Available 5 CropGym: a Reinforcement Learning Environment for Crop Management Apr 9, 2021 Management OpenAI Gym
Code Code Available 5 Experience Replay with Likelihood-free Importance Weights Jun 23, 2020 Deep Reinforcement Learning OpenAI Gym
Code Code Available 5 A Benchmark Environment Motivated by Industrial Control Problems Sep 27, 2017 OpenAI Gym Reinforcement Learning
Code Code Available 5 CaiRL: A High-Performance Reinforcement Learning Environment Toolkit Oct 3, 2022 OpenAI Gym reinforcement-learning
Code Code Available 5 Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control Mar 30, 2021 CPU OpenAI Gym
Code Code Available 5 MarsExplorer: Exploration of Unknown Terrains via Deep Reinforcement Learning and Procedurally Generated Environments Jul 21, 2021 Deep Reinforcement Learning OpenAI Gym
Code Code Available 5 LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control Feb 6, 2021 Autonomous Driving OpenAI Gym
Code Code Available 5 Blue River Controls: A toolkit for Reinforcement Learning Control Systems on Hardware Jan 7, 2020 OpenAI Gym reinforcement-learning
Code Code Available 5 Bayesian Soft Actor-Critic: A Directed Acyclic Strategy Graph Based Deep Reinforcement Learning Aug 11, 2022 continuous-control Continuous Control
Code Code Available 5 Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms Nov 30, 2023 Benchmarking OpenAI Gym
Code Code Available 5 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 5 Offline Retraining for Online RL: Decoupled Policy Learning to Mitigate Exploration Bias Oct 12, 2023 D4RL Offline RL
Code Code Available 5 Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym Dec 6, 2023 Benchmarking Decision Making
Code Code Available 5 Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow May 22, 2024 Ingenuity MuJoCo
Code Code Available 5 Deep Recurrent Q-Learning for Partially Observable MDPs Jul 23, 2015 Atari Games Deep Reinforcement Learning
Code Code Available 5 Monte Carlo Tree Search for Asymmetric Trees May 23, 2018 Atari Games OpenAI Gym
Code Code Available 5 CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management Dec 18, 2020 energy management Management
Code Code Available 5 NavRep: Unsupervised Representations for Reinforcement Learning of Robot Navigation in Dynamic Human Environments Dec 8, 2020 OpenAI Gym reinforcement-learning
Code Code Available 5 PushWorld: A benchmark for manipulation planning with tools and movable obstacles Jan 24, 2023 OpenAI Gym Starcraft
Code Code Available 5 Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control Oct 19, 2020 continuous-control Continuous Control
Code Code Available 5 Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking Feb 19, 2021 Benchmarking OpenAI Gym
Code Code Available 5 OMPO: A Unified Framework for RL under Policy and Dynamics Shifts May 29, 2024 Domain Adaptation OpenAI Gym
Code Code Available 5 CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research Sep 17, 2021 Compiler Optimization OpenAI Gym
Code Code Available 5 An Open-Source Multi-Goal Reinforcement Learning Environment for Robotic Manipulation with Pybullet May 12, 2021 MuJoCo Multi-Goal Reinforcement Learning
Code Code Available 5 Avalanche RL: a Continual Reinforcement Learning Library Feb 28, 2022 Continual Learning OpenAI Gym
Code Code Available 5 PDDLGym: Gym Environments from PDDL Problems Feb 15, 2020 Decision Making OpenAI Gym
Code Code Available 5 Bridging Dimensions: Confident Reachability for High-Dimensional Controllers Nov 8, 2023 Knowledge Distillation OpenAI Gym
Code Code Available 5 Amortized Variational Deep Q Network Nov 3, 2020 Deep Reinforcement Learning Efficient Exploration
Code Code Available 5 AIXIjs: A Software Demo for General Reinforcement Learning May 22, 2017 General Reinforcement Learning OpenAI Gym
Code Code Available 5 BindsNET: A machine learning-oriented spiking neural networks library in Python Jun 4, 2018 BIG-bench Machine Learning CPU
Code Code Available 5 BF++: a language for general-purpose program synthesis Jan 23, 2021 Decision Making OpenAI Gym
Code Code Available 5 Benchmark Environments for Multitask Learning in Continuous Domains Aug 14, 2017 Lifelong learning OpenAI Gym
Code Code Available 5 Invariant Transform Experience Replay: Data Augmentation for Deep Reinforcement Learning Sep 24, 2019 Data Augmentation Deep Reinforcement Learning
Code Code Available 5 Beating Atari with Natural Language Guided Reinforcement Learning Apr 18, 2017 Atari Games Deep Reinforcement Learning
Code Code Available 5 Investigating the Performance and Reliability, of the Q-Learning Algorithm in Various Unknown Environments Dec 19, 2023 OpenAI Gym Pathfinder
Code Code Available 5 IN-RIL: Interleaved Reinforcement and Imitation Learning for Policy Fine-Tuning May 15, 2025 Efficient Exploration Imitation Learning
Code Code Available 5 Intelligent Trainer for Model-Based Reinforcement Learning May 24, 2018 model Model-based Reinforcement Learning
Code Code Available 5 Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control Dec 24, 2018 Deep Reinforcement Learning OpenAI Gym
Code Code Available 5 HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis Aug 16, 2024 Cancer Classification OpenAI Gym
Code Code Available 5 Deep Active Localization Mar 5, 2019 OpenAI Gym Reinforcement Learning
Code Code Available 5 HDDLGym: A Tool for Studying Multi-Agent Hierarchical Problems Defined in HDDL with OpenAI Gym May 28, 2025 OpenAI Gym Reinforcement Learning (RL)
Code Code Available 5 Decision Making in Non-Stationary Environments with Policy-Augmented Search Jan 6, 2024 Decision Making Decision Making Under Uncertainty
Code Code Available 5 gym-gazebo2, a toolkit for reinforcement learning using ROS 2 and Gazebo Mar 14, 2019 Benchmarking OpenAI Gym
Code Code Available 5 Gym-Ignition: Reproducible Robotic Simulations for Reinforcement Learning Nov 5, 2019 OpenAI Gym reinforcement-learning
Code Code Available 5 Decision Mamba Architectures May 13, 2024 D4RL Imitation Learning
Code Code Available 5 Deconfounding Reinforcement Learning in Observational Settings Dec 26, 2018 OpenAI Gym reinforcement-learning
Code Code Available 5 Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction Mar 3, 2021 continuous-control Continuous Control
Code Code Available 5 Flappy Hummingbird: An Open Source Dynamic Simulation of Flapping Wing Robots and Animals Feb 25, 2019 Deep Reinforcement Learning OpenAI Gym
Code Code Available 5 