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| Neural Operator based Reinforcement Learning for Control of first-order PDEs with Spatially-Varying State Delay | Jan 30, 2025 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| ASAP: Learning Generalizable Online Bin Packing via Adaptive Selection After Pruning | Jan 29, 2025 | 3D Bin PackingDecision Making | —Unverified | 0 |
| Digital Twin Synchronization: Bridging the Sim-RL Agent to a Real-Time Robotic Additive Manufacturing Control | Jan 29, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Dual-Agent Adversarial Framework for Robust Generalization in Deep Reinforcement Learning | Jan 29, 2025 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization | Jan 29, 2025 | Adversarial RobustnessDeep Reinforcement Learning | CodeCode Available | 0 |
| On the Interplay Between Sparsity and Training in Deep Reinforcement Learning | Jan 28, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Objects matter: object-centric world models improve reinforcement learning in visually complex environments | Jan 27, 2025 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning for Quantum Circuit Design: Using Matrix Representations | Jan 27, 2025 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Movable Antenna-Aided Cooperative ISAC Network with Time Synchronization error and Imperfect CSI | Jan 26, 2025 | Deep Reinforcement LearningIntegrated sensing and communication | —Unverified | 0 |
| A Comprehensive Survey on Self-Interpretable Neural Networks | Jan 26, 2025 | Deep Reinforcement LearningSurvey | CodeCode Available | 1 |
| UNIDOOR: A Universal Framework for Action-Level Backdoor Attacks in Deep Reinforcement Learning | Jan 26, 2025 | Backdoor AttackDeep Reinforcement Learning | CodeCode Available | 0 |
| Signal Whisperers: Enhancing Wireless Reception Using DRL-Guided Reflector Arrays | Jan 25, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Divergence-Augmented Policy Optimization | Jan 25, 2025 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Extensive Exploration in Complex Traffic Scenarios using Hierarchical Reinforcement Learning | Jan 25, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning more with the same effort: how randomization improves the robustness of a robotic deep reinforcement learning agent | Jan 24, 2025 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Reducing Action Space for Deep Reinforcement Learning via Causal Effect Estimation | Jan 24, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Age and Power Minimization via Meta-Deep Reinforcement Learning in UAV Networks | Jan 24, 2025 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| CSAOT: Cooperative Multi-Agent System for Active Object Tracking | Jan 23, 2025 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Explainable AI-aided Feature Selection and Model Reduction for DRL-based V2X Resource Allocation | Jan 23, 2025 | Deep Reinforcement LearningFeature Importance | —Unverified | 0 |
| UAV-assisted Internet of Vehicles: A Framework Empowered by Reinforcement Learning and Blockchain | Jan 22, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning with Hybrid Intrinsic Reward Model | Jan 22, 2025 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Adaptive Data Exploitation in Deep Reinforcement Learning | Jan 22, 2025 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 0 |
| Heuristic Deep Reinforcement Learning for Phase Shift Optimization in RIS-assisted Secure Satellite Communication Systems with RSMA | Jan 21, 2025 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Sum Rate Enhancement using Machine Learning for Semi-Self Sensing Hybrid RIS-Enabled ISAC in THz Bands | Jan 21, 2025 | Deep Reinforcement LearningISAC | —Unverified | 0 |
