| Learning Selective Communication for Multi-Agent Path Finding | Sep 12, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning Soccer Juggling Skills with Layer-wise Mixture-of-Experts | Jul 24, 2022 | Deep Reinforcement LearningHumanoid Control | CodeCode Available | 1 |
| Benchmarking Batch Deep Reinforcement Learning Algorithms | Oct 3, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning to Play Air Hockey with Model-Based Deep Reinforcement Learning | Jun 1, 2024 | Deep Reinforcement LearningPosition | CodeCode Available | 1 |
| Learning to Recharge: UAV Coverage Path Planning through Deep Reinforcement Learning | Sep 6, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild | Mar 18, 2021 | Deep Reinforcement LearningInteractive Video Object Segmentation | CodeCode Available | 1 |
| Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning | Sep 13, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Learning to Solve Tasks with Exploring Prior Behaviours | Jul 6, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Learning to Track Dynamic Targets in Partially Known Environments | Jun 17, 2020 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Beacon, a lightweight deep reinforcement learning benchmark library for flow control | Feb 27, 2024 | BenchmarkingCPU | CodeCode Available | 1 |
| SoundSpaces: Audio-Visual Navigation in 3D Environments | Dec 24, 2019 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Asynchronous Methods for Deep Reinforcement Learning | Feb 4, 2016 | Atari GamesCPU | CodeCode Available | 1 |
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| LFQ: Online Learning of Per-flow Queuing Policies using Deep Reinforcement Learning | Jul 6, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
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| LTL2Action: Generalizing LTL Instructions for Multi-Task RL | Feb 13, 2021 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| A fast balance optimization approach for charging enhancement of lithium-ion battery packs through deep reinforcement learning | Apr 24, 2024 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Making Sense of Vision and Touch: Learning Multimodal Representations for Contact-Rich Tasks | Jul 28, 2019 | Contact-rich ManipulationDeep Reinforcement Learning | CodeCode Available | 1 |
| Re4MPC: Reactive Nonlinear MPC for Multi-model Motion Planning via Deep Reinforcement Learning | Jun 10, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| A Text-based Deep Reinforcement Learning Framework for Interactive Recommendation | Apr 14, 2020 | Deep Reinforcement LearningInteractive Recommendation | CodeCode Available | 1 |
| BeBold: Exploration Beyond the Boundary of Explored Regions | Dec 15, 2020 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 1 |
| Mask-based Latent Reconstruction for Reinforcement Learning | Jan 28, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Maximum a Posteriori Policy Optimisation | Jun 14, 2018 | continuous-controlContinuous Control | CodeCode Available | 1 |
| MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning | Jun 30, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| A Traffic Light Dynamic Control Algorithm with Deep Reinforcement Learning Based on GNN Prediction | Sep 29, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Memory-based Deep Reinforcement Learning for POMDPs | Feb 24, 2021 | Deep Reinforcement LearningFeature Engineering | CodeCode Available | 1 |
| Affordance Learning from Play for Sample-Efficient Policy Learning | Mar 1, 2022 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 |
| Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning | Sep 16, 2020 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 |
| Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization | Jun 5, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control | Jan 4, 2021 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 |
| Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning | Aug 2, 2022 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm | Oct 14, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Model-Based Transfer Learning for Contextual Reinforcement Learning | Aug 8, 2024 | Bayesian Optimizationcontinuous-control | CodeCode Available | 1 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Model Predictive Actor-Critic: Accelerating Robot Skill Acquisition with Deep Reinforcement Learning | Mar 25, 2021 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Control-Informed Reinforcement Learning for Chemical Processes | Aug 24, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Monte-Carlo Tree Search as Regularized Policy Optimization | Jul 24, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments | Jun 7, 2017 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Multiagent Cooperation and Competition with Deep Reinforcement Learning | Nov 27, 2015 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 1 |
| Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 1, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Multiagent Reinforcement Learning Based on Fusion-Multiactor-Attention-Critic for Multiple-Unmanned-Aerial-Vehicle Navigation Control | Oct 10, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Multi-Objective reward generalization: Improving performance of Deep Reinforcement Learning for applications in single-asset trading | Mar 9, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Scalable Multi-Robot Informative Path Planning for Target Mapping via Deep Reinforcement Learning | Sep 25, 2024 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep reinforcement learning for large-scale epidemic control | Mar 30, 2020 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 1 |
| NASimEmu: Network Attack Simulator & Emulator for Training Agents Generalizing to Novel Scenarios | May 26, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement | Oct 22, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery | Oct 6, 2022 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Neural Ordinary Differential Equation Control of Dynamics on Graphs | Jun 17, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach | Nov 11, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
