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| Episodic Reinforcement Learning with Expanded State-reward Space | Jan 19, 2024 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Cooperative Edge Caching Based on Elastic Federated and Multi-Agent Deep Reinforcement Learning in Next-Generation Network | Jan 18, 2024 | Deep Reinforcement LearningFederated Learning | CodeCode Available | 2 |
| Traffic Smoothing Controllers for Autonomous Vehicles Using Deep Reinforcement Learning and Real-World Trajectory Data | Jan 18, 2024 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Tiny Multi-Agent DRL for Twins Migration in UAV Metaverses: A Multi-Leader Multi-Follower Stackelberg Game Approach | Jan 18, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Exploration and Anti-Exploration with Distributional Random Network Distillation | Jan 18, 2024 | D4RLDeep Reinforcement Learning | CodeCode Available | 1 |
| Sharing Knowledge in Multi-Task Deep Reinforcement Learning | Jan 17, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Bridging State and History Representations: Understanding Self-Predictive RL | Jan 17, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| CNN-DRL with Shuffled Features in Finance | Jan 16, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| CycLight: learning traffic signal cooperation with a cycle-level strategy | Jan 16, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Sum Throughput Maximization in Multi-BD Symbiotic Radio NOMA Network Assisted by Active-STAR-RIS | Jan 16, 2024 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selection | Jan 15, 2024 | Deep Reinforcement LearningEvolutionary Algorithms | —Unverified | 0 |
| Learned Best-Effort LLM Serving | Jan 15, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| BET: Explaining Deep Reinforcement Learning through The Error-Prone Decisions | Jan 14, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| AI-enabled Priority and Auction-Based Spectrum Management for 6G | Jan 12, 2024 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement Learning | Jan 12, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications | Jan 12, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Personalized Reinforcement Learning with a Budget of Policies | Jan 12, 2024 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents | Jan 11, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem | Jan 11, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control | Jan 11, 2024 | Deep Reinforcement LearningIncremental Learning | CodeCode Available | 1 |
| Towards Safe Load Balancing based on Control Barrier Functions and Deep Reinforcement Learning | Jan 10, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| ReACT: Reinforcement Learning for Controller Parametrization using B-Spline Geometries | Jan 10, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Modelling, Positioning, and Deep Reinforcement Learning Path Tracking Control of Scaled Robotic Vehicles: Design and Experimental Validation | Jan 10, 2024 | Deep Reinforcement LearningState Estimation | —Unverified | 0 |
| Fully Spiking Actor Network with Intra-layer Connections for Reinforcement Learning | Jan 9, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
