Trial without Error: Towards Safe Reinforcement Learning via Human Intervention Jul 17, 2017 Atari Games reinforcement-learning
Code Code Available Pac-Man Pete: An extensible framework for building AI in VEX Robotics Nov 25, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Viability of Future Actions: Robust Safety in Reinforcement Learning via Entropy Regularization Jun 12, 2025 Reinforcement Learning (RL)
Code Code Available PAC-Bayesian Soft Actor-Critic Learning Jan 30, 2023 Reinforcement Learning (RL)
Code Code Available Macro action selection with deep reinforcement learning in StarCraft Dec 2, 2018 Deep Reinforcement Learning Real-Time Strategy Games
Code Code Available PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning Jun 22, 2022 counterfactual Multi-agent Reinforcement Learning
Code Code Available To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Jan 22, 2025 Management Reinforcement Learning (RL)
Code Code Available SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement Learning Mar 9, 2022 Deep Reinforcement Learning Minecraft
Code Code Available Real-World Dexterous Object Manipulation based Deep Reinforcement Learning Nov 22, 2021 Decision Making Deep Reinforcement Learning
Code Code Available Straight to the Point: Fast-forwarding Videos via Reinforcement Learning Using Textual Data Mar 31, 2020 reinforcement-learning Reinforcement Learning
Code Code Available Neural SLAM: Learning to Explore with External Memory Jun 29, 2017 Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Strangeness-driven Exploration in Multi-Agent Reinforcement Learning Dec 27, 2022 Efficient Exploration Multi-agent Reinforcement Learning
Code Code Available P3O: Policy-on Policy-off Policy Optimization May 5, 2019 MuJoCo Reinforcement Learning
Code Code Available Real-time visual tracking by deep reinforced decision making Feb 21, 2017 Deep Reinforcement Learning Real-Time Visual Tracking
Code Code Available Real-Time Reinforcement Learning Nov 11, 2019 continuous-control Continuous Control
Code Code Available Overcoming Slow Decision Frequencies in Continuous Control: Model-Based Sequence Reinforcement Learning for Model-Free Control Oct 11, 2024 continuous-control Continuous Control
Code Code Available Overcoming Overfitting in Reinforcement Learning via Gaussian Process Diffusion Policy Jun 16, 2025 GPR Reinforcement Learning (RL)
Code Code Available Neural Sequence Model Training via α-divergence Minimization Jun 30, 2017 Machine Translation model
Code Code Available Multiagent Inverse Reinforcement Learning via Theory of Mind Reasoning Feb 20, 2023 reinforcement-learning Reinforcement Learning
Code Code Available ToolRL: Reward is All Tool Learning Needs Apr 16, 2025 All Reinforcement Learning (RL)
Code Code Available Strategic Dialogue Management via Deep Reinforcement Learning Nov 25, 2015 Deep Reinforcement Learning Dialogue Management
Code Code Available Tools for Data-driven Modeling of Within-Hand Manipulation with Underactuated Adaptive Hands Jun 8, 2020 Model-based Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Neural Reward Machines Aug 16, 2024 Reinforcement Learning (RL)
Code Code Available Multi-Agent Image Classification via Reinforcement Learning May 13, 2019 Classification General Classification
Code Code Available Neural Optimizer Search with Reinforcement Learning Sep 21, 2017 Machine Translation reinforcement-learning
Code Code Available TorchBeast: A PyTorch Platform for Distributed RL Oct 8, 2019 OpenAI Gym Reinforcement Learning
Code Code Available TorchProteinLibrary: A computationally efficient, differentiable representation of protein structure Nov 23, 2018 Protein Folding Reinforcement Learning (RL)
Code Code Available Sample Complexity of Robust Reinforcement Learning with a Generative Model Dec 2, 2021 Model-based Reinforcement Learning reinforcement-learning
Code Code Available Neural Operator based Reinforcement Learning for Control of first-order PDEs with Spatially-Varying State Delay Jan 30, 2025 Deep Reinforcement Learning Reinforcement Learning (RL)
Code Code Available TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments Sep 10, 2020 Deep Reinforcement Learning Explainable artificial intelligence
Code Code Available Overcoming Exploration in Reinforcement Learning with Demonstrations Sep 28, 2017 continuous-control Continuous Control
Code Code Available Real-time calibration of coherent-state receivers: learning by trial and error Jan 28, 2020 Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning Aug 8, 2017 Deep Reinforcement Learning model
Code Code Available MINOS: Multimodal Indoor Simulator for Navigation in Complex Environments Dec 11, 2017 Deep Reinforcement Learning Navigate
Code Code Available Real-Time Bidding by Reinforcement Learning in Display Advertising Jan 10, 2017 reinforcement-learning Reinforcement Learning
Code Code Available Real-time Adversarial Perturbations against Deep Reinforcement Learning Policies: Attacks and Defenses Jun 16, 2021 Atari Games Deep Reinforcement Learning
Code Code Available TrojDRL: Trojan Attacks on Deep Reinforcement Learning Agents Mar 1, 2019 Data Poisoning Deep Reinforcement Learning
Code Code Available To the Max: Reinventing Reward in Reinforcement Learning Feb 2, 2024 reinforcement-learning Reinforcement Learning
Code Code Available Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control Mar 11, 2019 Deep Reinforcement Learning Q-Learning
Code Code Available Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update May 31, 2018 Deep Reinforcement Learning reinforcement-learning
Code Code Available ORSO: Accelerating Reward Design via Online Reward Selection and Policy Optimization Oct 17, 2024 continuous-control Continuous Control
Code Code Available Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes Oct 15, 2019 Multi-Armed Bandits reinforcement-learning
Code Code Available Solving the Real Robot Challenge using Deep Reinforcement Learning Sep 30, 2021 Deep Reinforcement Learning reinforcement-learning
Code Code Available Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos Jan 21, 2019 Decision Making Multi-Task Learning
Code Code Available Orchestrated Value Mapping for Reinforcement Learning Mar 14, 2022 Ensemble Learning Q-Learning
Code Code Available Neural Modular Control for Embodied Question Answering Oct 26, 2018 Embodied Question Answering Imitation Learning
Code Code Available Model-Based Reinforcement Learning with Multi-Task Offline Pretraining Jun 6, 2023 Knowledge Distillation Model-based Reinforcement Learning
Code Code Available USHER: Unbiased Sampling for Hindsight Experience Replay Jul 3, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Rationally Inattentive Inverse Reinforcement Learning Explains YouTube Commenting Behavior Oct 24, 2019 Clustering reinforcement-learning
Code Code Available Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics Mar 11, 2019 reinforcement-learning Reinforcement Learning
Code Code Available 