Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms Sep 25, 2021 OpenAI Gym reinforcement-learning
Code Code Available Decision Transformer: Reinforcement Learning via Sequence Modeling Jun 2, 2021 Atari Games D4RL
Code Code Available Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers Nov 11, 2020 BIG-bench Machine Learning Combinatorial Optimization
Code Code Available Reinforcement Learning for Control of Valves Dec 29, 2020 OpenAI Gym reinforcement-learning
Code Code Available Implicit Distributional Reinforcement Learning Jul 13, 2020 Distributional Reinforcement Learning OpenAI Gym
Code Code Available Dynamic Sparse Training for Deep Reinforcement Learning Jun 8, 2021 continuous-control Continuous Control
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 Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning Oct 1, 2019 continuous-control Continuous Control
Code Code Available A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems May 11, 2021 Benchmarking Edge-computing
Code Code Available Blue River Controls: A toolkit for Reinforcement Learning Control Systems on Hardware Jan 7, 2020 OpenAI Gym reinforcement-learning
Code Code Available CaiRL: A High-Performance Reinforcement Learning Environment Toolkit Oct 3, 2022 OpenAI Gym reinforcement-learning
Code Code Available Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms Nov 30, 2023 Benchmarking OpenAI Gym
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 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 Experience Replay with Likelihood-free Importance Weights Jun 23, 2020 Deep Reinforcement Learning OpenAI Gym
Code Code Available EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models Oct 9, 2020 Deep Reinforcement Learning Epidemiology
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 For SALE: State-Action Representation Learning for Deep Reinforcement Learning Jun 4, 2023 continuous-control Continuous Control
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 Improving Model-Based Reinforcement Learning with Internal State Representations through Self-Supervision Feb 10, 2021 Board Games Model-based Reinforcement Learning
Code Code Available Addressing Function Approximation Error in Actor-Critic Methods Feb 26, 2018 Continuous Control 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 LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control Feb 6, 2021 Autonomous Driving OpenAI Gym
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 CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research Sep 17, 2021 Compiler Optimization OpenAI Gym
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 Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Jan 4, 2018 Continuous Control Decision Making
Code Code Available MoËT: Mixture of Expert Trees and its Application to Verifiable Reinforcement Learning Jun 16, 2019 Game of Go Imitation Learning
Code Code Available Adaptive Droplet Routing in Digital Microfluidic Biochips Using Deep Reinforcement Learning Jan 1, 2020 Deep Reinforcement Learning OpenAI Gym
— Unverified myGym: Modular Toolkit for Visuomotor Robotic Tasks Dec 21, 2020 Imitation Learning OpenAI Gym
— Unverified BlockPuzzle - A Challenge in Physical Reasoning and Generalization for Robot Learning Nov 30, 2018 Imitation Learning MuJoCo
— Unverified Adaptive Experience Selection for Policy Gradient Feb 17, 2020 continuous-control Continuous Control
— Unverified Easy as ABCs: Unifying Boltzmann Q-Learning and Counterfactual Regret Minimization Feb 19, 2024 counterfactual OpenAI Gym
— Unverified DQN with model-based exploration: efficient learning on environments with sparse rewards Mar 22, 2019 Atari Games OpenAI Gym
— Unverified Airlift Challenge: A Competition for Optimizing Cargo Delivery Apr 26, 2024 OpenAI Gym
— Unverified DriverGym: Democratising Reinforcement Learning for Autonomous Driving Nov 12, 2021 Autonomous Driving OpenAI Gym
— Unverified Benchmarking Algorithms from Machine Learning for Low-Budget Black-Box Optimization Sep 29, 2021 Bayesian Optimization Benchmarking
— Unverified A Generalised Inverse Reinforcement Learning Framework May 25, 2021 OpenAI Gym reinforcement-learning
— Unverified EasyRL: A Simple and Extensible Reinforcement Learning Framework Aug 4, 2020 OpenAI Gym reinforcement-learning
— Unverified Behavior Cloning in OpenAI using Case Based Reasoning Feb 23, 2020 OpenAI Gym
— Unverified Affine Transport for Sim-to-Real Domain Adaptation May 25, 2021 Domain Adaptation OpenAI Gym
— Unverified Active Inference in Hebbian Learning Networks Jun 8, 2023 OpenAI Gym Q-Learning
— Unverified Balancing a CartPole System with Reinforcement Learning -- A Tutorial Jun 8, 2020 OpenAI Gym Q-Learning
— Unverified AWD3: Dynamic Reduction of the Estimation Bias Nov 12, 2021 continuous-control Continuous Control
— Unverified Adversarial joint attacks on legged robots May 20, 2022 Deep Reinforcement Learning OpenAI Gym
— Unverified ReaCritic: Large Reasoning Transformer-based DRL Critic-model Scaling For Heterogeneous Networks May 16, 2025 Deep Reinforcement Learning OpenAI Gym
— Unverified ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints Feb 2, 2023 OpenAI Gym Reinforcement Learning (RL)
— Unverified Adversarial Exploration Strategy for Self-Supervised Imitation Learning May 1, 2019 Deep Reinforcement Learning Imitation Learning
— Unverified Distilling Deep RL Models Into Interpretable Neuro-Fuzzy Systems Sep 7, 2022 Deep Reinforcement Learning OpenAI Gym
— Unverified Attention Loss Adjusted Prioritized Experience Replay Sep 13, 2023 Deep Reinforcement Learning Multi-agent Reinforcement Learning
— Unverified 