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| Joint Beamforming with Extremely Large Scale RIS: A Sequential Multi-Agent A2C Approach | Jun 12, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Patient-Specific Deep Reinforcement Learning for Automatic Replanning in Head-and-Neck Cancer Proton Therapy | Jun 11, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| TooBadRL: Trigger Optimization to Boost Effectiveness of Backdoor Attacks on Deep Reinforcement Learning | Jun 11, 2025 | Deep Reinforcement LearningSequential Decision Making | CodeCode Available | 0 |
| Synergizing Reinforcement Learning and Genetic Algorithms for Neural Combinatorial Optimization | Jun 11, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Foundation Model-Aided Deep Reinforcement Learning for RIS-Assisted Wireless Communication | Jun 11, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| MOORL: A Framework for Integrating Offline-Online Reinforcement Learning | Jun 11, 2025 | D4RLDeep Reinforcement Learning | —Unverified | 0 |
| Towards Robust Deep Reinforcement Learning against Environmental State Perturbation | Jun 10, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Modular Recurrence in Contextual MDPs for Universal Morphology Control | Jun 10, 2025 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Re4MPC: Reactive Nonlinear MPC for Multi-model Motion Planning via Deep Reinforcement Learning | Jun 10, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation | Jun 10, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Safe and Economical UAV Trajectory Planning in Low-Altitude Airspace: A Hybrid DRL-LLM Approach with Compliance Awareness | Jun 10, 2025 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| An Intelligent Fault Self-Healing Mechanism for Cloud AI Systems via Integration of Large Language Models and Deep Reinforcement Learning | Jun 9, 2025 | Deep Reinforcement LearningLarge Language Model | —Unverified | 0 |
| Realistic Urban Traffic Generator using Decentralized Federated Learning for the SUMO simulator | Jun 9, 2025 | Deep Reinforcement LearningFederated Learning | CodeCode Available | 0 |
| From Static to Adaptive Defense: Federated Multi-Agent Deep Reinforcement Learning-Driven Moving Target Defense Against DoS Attacks in UAV Swarm Networks | Jun 9, 2025 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Deep reinforcement learning for near-deterministic preparation of cubic- and quartic-phase gates in photonic quantum computing | Jun 9, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Interpreting Agent Behaviors in Reinforcement-Learning-Based Cyber-Battle Simulation Platforms | Jun 9, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Energy-efficient Deep Reinforcement Learning-based Network Function Disaggregation in Hybrid Non-terrestrial Open Radio Access Networks | Jun 7, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning-based joint real-time energy scheduling for green buildings with heterogeneous battery energy storage devices | Jun 7, 2025 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Improving choice model specification using reinforcement learning | Jun 6, 2025 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| The Economic Dispatch of Power-to-Gas Systems with Deep Reinforcement Learning:Tackling the Challenge of Delayed Rewards with Long-Term Energy Storage | Jun 6, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Can Artificial Intelligence Trade the Stock Market? | Jun 5, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Autonomous Vehicle Lateral Control Using Deep Reinforcement Learning with MPC-PID Demonstration | Jun 4, 2025 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Beamforming and Resource Allocation for Delay Optimization in RIS-Assisted OFDM Systems | Jun 4, 2025 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals | Jun 4, 2025 | Deep Reinforcement LearningEvolutionary Algorithms | —Unverified | 0 |
