| Mission-driven Exploration for Accelerated Deep Reinforcement Learning with Temporal Logic Task Specifications | Nov 28, 2023 | Deep Reinforcement LearningRobot Navigation | —Unverified | 0 |
| Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning | Nov 28, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing | Nov 28, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy | Nov 27, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Program Machine Policy: Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines | Nov 27, 2023 | Deep Reinforcement LearningProgram Synthesis | —Unverified | 0 |
| Utilizing Explainability Techniques for Reinforcement Learning Model Assurance | Nov 27, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation | Nov 27, 2023 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs | Nov 27, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Margin Trader: A Reinforcement Learning Framework for Portfolio Management with Margin and Constraints | Nov 25, 2023 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Agent as Cerebrum, Controller as Cerebellum: Implementing an Embodied LMM-based Agent on Drones | Nov 25, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Efficient Open-world Reinforcement Learning via Knowledge Distillation and Autonomous Rule Discovery | Nov 24, 2023 | Deep Reinforcement LearningKnowledge Distillation | —Unverified | 0 |
| How to ensure a safe control strategy? Towards a SRL for urban transit autonomous operation | Nov 24, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A DRL solution to help reduce the cost in waiting time of securing a traffic light for cyclists | Nov 23, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Towards Explainable Strategy Templates using NLP Transformers | Nov 23, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| High-Speed Voltage Control in Active Distribution Systems with Smart Inverter Coordination and Deep Reinforcement Learning | Nov 22, 2023 | Deep Reinforcement LearningState Estimation | —Unverified | 0 |
| Neural Approximate Dynamic Programming for the Ultra-fast Order Dispatching Problem | Nov 21, 2023 | Deep Reinforcement LearningFeature Engineering | —Unverified | 0 |
| Nav-Q: Quantum Deep Reinforcement Learning for Collision-Free Navigation of Self-Driving Cars | Nov 20, 2023 | Deep Reinforcement LearningDescriptive | CodeCode Available | 0 |
| AIaaS for ORAN-based 6G Networks: Multi-time Scale Slice Resource Management with DRL | Nov 20, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| ADAPTER-RL: Adaptation of Any Agent using Reinforcement Learning | Nov 20, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-Timescale Control and Communications with Deep Reinforcement Learning -- Part I: Communication-Aware Vehicle Control | Nov 19, 2023 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Robust Network Slicing: Multi-Agent Policies, Adversarial Attacks, and Defensive Strategies | Nov 19, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Multi-Timescale Control and Communications with Deep Reinforcement Learning -- Part II: Control-Aware Radio Resource Allocation | Nov 19, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| 6G Fresnel Spot Beamfocusing using Large-Scale Metasurfaces: A Distributed DRL-Based Approach | Nov 18, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Benchmarking Feature Extractors for Reinforcement Learning-Based Semiconductor Defect Localization | Nov 18, 2023 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Joint Sensing and Communication Optimization in Target-Mounted STARS-Assisted Vehicular Networks: A MADRL Approach | Nov 17, 2023 | Beam PredictionDecision Making | —Unverified | 0 |
