Neural-encoding Human Experts' Domain Knowledge to Warm Start Reinforcement Learning Feb 15, 2019 Deep Reinforcement Learning Imitation Learning
Code Code Available GRAC: Self-Guided and Self-Regularized Actor-Critic Sep 18, 2020 Decision Making Deep Reinforcement Learning
Code Code Available Unified Distributed Environment May 14, 2022 OpenAI Gym reinforcement-learning
Code Code Available Provably Efficient Imitation Learning from Observation Alone May 27, 2019 Imitation Learning OpenAI Gym
Code Code Available IN-RIL: Interleaved Reinforcement and Imitation Learning for Policy Fine-Tuning May 15, 2025 Efficient Exploration Imitation Learning
Code Code Available Proximal Distilled Evolutionary Reinforcement Learning Jun 24, 2019 OpenAI Gym reinforcement-learning
Code Code Available Generative Adversarial Neuroevolution for Control Behaviour Imitation Apr 3, 2023 Imitation Learning OpenAI Gym
Code Code Available Intelligent Trainer for Model-Based Reinforcement Learning May 24, 2018 model Model-based Reinforcement Learning
Code Code Available Towards Interactive Training of Non-Player Characters in Video Games Jun 3, 2019 Imitation Learning OpenAI Gym
Code Code Available Invariant Transform Experience Replay: Data Augmentation for Deep Reinforcement Learning Sep 24, 2019 Data Augmentation Deep Reinforcement Learning
Code Code Available Comparing the Efficacy of Fine-Tuning and Meta-Learning for Few-Shot Policy Imitation Jun 23, 2023 Few-Shot Image Classification Few-Shot Imitation Learning
Code Code Available Investigating the Performance and Reliability, of the Q-Learning Algorithm in Various Unknown Environments Dec 19, 2023 OpenAI Gym Pathfinder
Code Code Available Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control Dec 24, 2018 Deep Reinforcement Learning OpenAI Gym
Code Code Available GAN Q-learning May 13, 2018 Distributional Reinforcement Learning OpenAI Gym
Code Code Available SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory Systems May 7, 2024 CPU GPU
Code Code Available Collaborative Deep Reinforcement Learning Feb 19, 2017 Deep Reinforcement Learning Knowledge Distillation
Code Code Available Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation Sep 1, 2021 Deep Reinforcement Learning General Reinforcement Learning
Code Code Available Self-Supervised State-Control through Intrinsic Mutual Information Rewards Sep 25, 2019 OpenAI Gym reinforcement-learning
Code Code Available Bridging Dimensions: Confident Reachability for High-Dimensional Controllers Nov 8, 2023 Knowledge Distillation OpenAI Gym
Code Code Available BindsNET: A machine learning-oriented spiking neural networks library in Python Jun 4, 2018 BIG-bench Machine Learning CPU
Code Code Available Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction Mar 3, 2021 continuous-control Continuous Control
Code Code Available Flappy Hummingbird: An Open Source Dynamic Simulation of Flapping Wing Robots and Animals Feb 25, 2019 Deep Reinforcement Learning OpenAI Gym
Code Code Available Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach Jan 1, 2021 Deep Reinforcement Learning Fault Detection
Code Code Available Towards Generalization and Simplicity in Continuous Control Mar 8, 2017 continuous-control Continuous Control
Code Code Available Evolutionary learning of interpretable decision trees Dec 14, 2020 Evolutionary Algorithms OpenAI Gym
Code Code Available Visual Transfer between Atari Games using Competitive Reinforcement Learning Sep 2, 2018 Atari Games Deep Reinforcement Learning
Code Code Available Quantum Deep Reinforcement Learning for Robot Navigation Tasks Feb 24, 2022 BIG-bench Machine Learning Deep Reinforcement Learning
Code Code Available VacSIM: Learning Effective Strategies for COVID-19 Vaccine Distribution using Reinforcement Learning Sep 14, 2020 Deep Reinforcement Learning Multi-Armed Bandits
Code Code Available Signal Novelty Detection as an Intrinsic Reward for Robotics Apr 14, 2023 Acrobot Anomaly Detection
Code Code Available Sim-Env: Decoupling OpenAI Gym Environments from Simulation Models Feb 19, 2021 OpenAI Gym reinforcement-learning
Code Code Available Optimizing Attention and Cognitive Control Costs Using Temporally-Layered Architectures May 30, 2023 continuous-control Continuous Control
Code Code Available Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods Sep 22, 2021 continuous-control Continuous Control
Code Code Available Dynamic Observation Policies in Observation Cost-Sensitive Reinforcement Learning Jul 5, 2023 OpenAI Gym reinforcement-learning
Code Code Available Advances in Experience Replay May 15, 2018 OpenAI Gym
Code Code Available Double Successive Over-Relaxation Q-Learning with an Extension to Deep Reinforcement Learning Sep 10, 2024 Deep Reinforcement Learning OpenAI Gym
Code Code Available Discrete Action On-Policy Learning with Action-Value Critic Feb 10, 2020 OpenAI Gym Reinforcement Learning
Code Code Available MDP environments for the OpenAI Gym Sep 26, 2017 OpenAI Gym reinforcement-learning
Code Code Available 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 MDP Playground: An Analysis and Debug Testbed for Reinforcement Learning Sep 17, 2019 MuJoCo OpenAI Gym
Code Code Available Mining-Gym: A Configurable RL Benchmarking Environment for Truck Dispatch Scheduling Mar 24, 2025 Benchmarking OpenAI Gym
Code Code Available Recurrent Predictive State Policy Networks Mar 5, 2018 OpenAI Gym Reinforcement Learning
Code Code Available A novel DDPG method with prioritized experience replay Oct 1, 2017 continuous-control Continuous Control
Code Code Available The PlayStation Reinforcement Learning Environment (PSXLE) Dec 12, 2019 OpenAI Gym reinforcement-learning
Code Code Available Soft-Bellman Equilibrium in Affine Markov Games: Forward Solutions and Inverse Learning Mar 31, 2023 OpenAI Gym
Code Code Available Modular Deep Reinforcement Learning for Continuous Motion Planning with Temporal Logic Feb 24, 2021 Deep Reinforcement Learning Motion Planning
Code Code Available Active inference: demystified and compared Sep 24, 2019 Atari Games OpenAI Gym
Code Code Available Andes_gym: A Versatile Environment for Deep Reinforcement Learning in Power Systems Mar 2, 2022 Deep Reinforcement Learning OpenAI Gym
Code Code Available Deep Reinforcement Learning with Feedback-based Exploration Mar 14, 2019 continuous-control Continuous Control
Code Code Available Deep Reinforcement Learning for Playing 2.5D Fighting Games May 5, 2018 Deep Reinforcement Learning OpenAI Gym
Code Code Available MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces Feb 20, 2024 Decision Making Offline RL
Code Code Available 