Relative Entropy Regularized Policy Iteration Dec 5, 2018 continuous-control Continuous Control
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 Repairing Learning-Enabled Controllers While Preserving What Works Nov 6, 2023 OpenAI Gym
Code Code Available 5 AIXIjs: A Software Demo for General Reinforcement Learning May 22, 2017 General Reinforcement Learning OpenAI Gym
Code Code Available 5 Resolving Implicit Coordination in Multi-Agent Deep Reinforcement Learning with Deep Q-Networks & Game Theory Dec 8, 2020 Deep Reinforcement Learning OpenAI Gym
Code Code Available 5 Creating Hierarchical Dispositions of Needs in an Agent Nov 23, 2024 OpenAI Gym Pendulum-v1
Code Code Available 5 Risk-Aware Reward Shaping of Reinforcement Learning Agents for Autonomous Driving Jun 5, 2023 Autonomous Driving Motion Planning
Code Code Available 5 Robust Policy Optimization in Deep Reinforcement Learning Dec 14, 2022 continuous-control Continuous Control
Code Code Available 5 Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms Jul 27, 2022 continuous-control Continuous Control
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 Mimicking Better by Matching the Approximate Action Distribution Jun 16, 2023 Imitation Learning MuJoCo
Code Code Available 5 Decision Mamba Architectures May 13, 2024 D4RL Imitation Learning
Code Code Available 5 HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis Aug 16, 2024 Cancer Classification OpenAI Gym
Code Code Available 5 Amortized Variational Deep Q Network Nov 3, 2020 Deep Reinforcement Learning Efficient Exploration
Code Code Available 5 Self-Supervised State-Control through Intrinsic Mutual Information Rewards Sep 25, 2019 OpenAI Gym reinforcement-learning
Code Code Available 5 Advances in Experience Replay May 15, 2018 OpenAI Gym
Code Code Available 5 Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing Apr 16, 2020 OpenAI Gym reinforcement-learning
Code Code Available 5 Signal Novelty Detection as an Intrinsic Reward for Robotics Apr 14, 2023 Acrobot Anomaly Detection
Code Code Available 5 Sim-Env: Decoupling OpenAI Gym Environments from Simulation Models Feb 19, 2021 OpenAI Gym reinforcement-learning
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 SLM Lab: A Comprehensive Benchmark and Modular Software Framework for Reproducible Deep Reinforcement Learning Dec 28, 2019 Atari Games Deep Reinforcement Learning
Code Code Available 5 Soft-Bellman Equilibrium in Affine Markov Games: Forward Solutions and Inverse Learning Mar 31, 2023 OpenAI Gym
Code Code Available 5 Deconfounding Reinforcement Learning in Observational Settings Dec 26, 2018 OpenAI Gym reinforcement-learning
Code Code Available 5 Deep Active Localization Mar 5, 2019 OpenAI Gym 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 Deep Ordinal Reinforcement Learning May 6, 2019 Deep Reinforcement Learning OpenAI Gym
Code Code Available 5 Deep Q-learning: a robust control approach Jan 21, 2022 OpenAI Gym Q-Learning
Code Code Available 5 SIMILE: Introducing Sequential Information towards More Effective Imitation Learning May 1, 2019 Imitation Learning OpenAI Gym
— Unverified 0 skrl: Modular and Flexible Library for Reinforcement Learning Feb 8, 2022 Isaac Gym Preview Omniverse Isaac Gym
— Unverified 0 Soft Actor-Critic with Inhibitory Networks for Faster Retraining Feb 7, 2022 Deep Reinforcement Learning OpenAI Gym
— Unverified 0 State Distribution-aware Sampling for Deep Q-learning Apr 23, 2018 Atari Games OpenAI Gym
— Unverified 0 Statistically Efficient Variance Reduction with Double Policy Estimation for Off-Policy Evaluation in Sequence-Modeled Reinforcement Learning Aug 28, 2023 D4RL Off-policy evaluation
— Unverified 0 Stealing That Free Lunch: Exposing the Limits of Dyna-Style Reinforcement Learning Dec 18, 2024 Model-based Reinforcement Learning OpenAI Gym
— Unverified 0 STITCH-OPE: Trajectory Stitching with Guided Diffusion for Off-Policy Evaluation May 27, 2025 D4RL Denoising
— Unverified 0 Structured Evolution with Compact Architectures for Scalable Policy Optimization Apr 6, 2018 OpenAI Gym Text-to-Image Generation
— Unverified 0 Sufficient Exploration for Convex Q-learning Oct 17, 2022 OpenAI Gym Q-Learning
— Unverified 0 SURREAL-System: Fully-Integrated Stack for Distributed Deep Reinforcement Learning Sep 27, 2019 CPU Deep Reinforcement Learning
— Unverified 0 Switching Isotropic and Directional Exploration with Parameter Space Noise in Deep Reinforcement Learning Sep 18, 2018 Deep Reinforcement Learning OpenAI Gym
— Unverified 0 Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning Dec 18, 2019 Collision Avoidance continuous-control
— Unverified 0 Teaching a Robot to Walk Using Reinforcement Learning Dec 13, 2021 OpenAI Gym Q-Learning
— Unverified 0 Towards Brain-inspired System: Deep Recurrent Reinforcement Learning for Simulated Self-driving Agent Mar 29, 2019 Decision Making OpenAI Gym
— Unverified 0 Towards Characterizing Divergence in Deep Q-Learning Mar 21, 2019 continuous-control Continuous Control
— Unverified 0 Towards Combining On-Off-Policy Methods for Real-World Applications Apr 24, 2019 OpenAI Gym Position
— Unverified 0 Towards Physically Safe Reinforcement Learning under Supervision Jan 19, 2019 OpenAI Gym reinforcement-learning
— Unverified 0 Traffic control using intelligent timing of traffic lights with reinforcement learning technique and real-time processing of surveillance camera images May 22, 2024 Management OpenAI Gym
— Unverified 0 Transferring Domain Knowledge with an Adviser in Continuous Tasks Feb 16, 2021 OpenAI Gym reinforcement-learning
— Unverified 0 Untangling Braids with Multi-agent Q-Learning Sep 29, 2021 OpenAI Gym Q-Learning
— Unverified 0 Utilizing Skipped Frames in Action Repeats via Pseudo-Actions May 7, 2021 continuous-control Continuous Control
— Unverified 0 Value-Based Deep RL Scales Predictably Feb 6, 2025 OpenAI Gym
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