| TempoRL: laser pulse temporal shape optimization with Deep Reinforcement Learning | Apr 20, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| H-TSP: Hierarchically Solving the Large-Scale Travelling Salesman Problem | Apr 19, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem | Apr 19, 2023 | DecoderDeep Reinforcement Learning | CodeCode Available | 1 |
| Bridging RL Theory and Practice with the Effective Horizon | Apr 19, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Benchmarking Actor-Critic Deep Reinforcement Learning Algorithms for Robotics Control with Action Constraints | Apr 18, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Fast-Converged Deep Reinforcement Learning for Optimal Dispatch of Large-Scale Power Systems under Transient Security Constraints | Apr 17, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| A Platform-Agnostic Deep Reinforcement Learning Framework for Effective Sim2Real Transfer towards Autonomous Driving | Apr 14, 2023 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 |
| Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras | Apr 10, 2023 | Deep Reinforcement Learningobject-detection | CodeCode Available | 1 |
| UAV Obstacle Avoidance by Human-in-the-Loop Reinforcement in Arbitrary 3D Environment | Apr 7, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Learning Multi-Pursuit Evasion for Safe Targeted Navigation of Drones | Apr 7, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning-Based Mapless Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile Robots | Apr 7, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Effective control of two-dimensional Rayleigh--Bénard convection: invariant multi-agent reinforcement learning is all you need | Apr 5, 2023 | AllDeep Reinforcement Learning | CodeCode Available | 1 |
| RLOR: A Flexible Framework of Deep Reinforcement Learning for Operation Research | Mar 23, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation | Mar 22, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Towards Practical Multi-Robot Hybrid Tasks Allocation for Autonomous Cleaning | Mar 12, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Synthetic Experience Replay | Mar 12, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Mastering Strategy Card Game (Legends of Code and Magic) via End-to-End Policy and Optimistic Smooth Fictitious Play | Mar 7, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| AI-Generated Incentive Mechanism and Full-Duplex Semantic Communications for Information Sharing | Mar 3, 2023 | Deep Reinforcement LearningMixed Reality | CodeCode Available | 1 |
| Hierarchical Needs-driven Agent Learning Systems: From Deep Reinforcement Learning To Diverse Strategies | Feb 25, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Model-Based Uncertainty in Value Functions | Feb 24, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Energy Harvesting Reconfigurable Intelligent Surface for UAV Based on Robust Deep Reinforcement Learning | Feb 23, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Cost-Effective Medical Diagnosis | Feb 20, 2023 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 |
| Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning | Feb 13, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees | Jan 31, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Execution-based Code Generation using Deep Reinforcement Learning | Jan 31, 2023 | Code CompletionCode Generation | CodeCode Available | 1 |
