A Neuro-Symbolic Approach to Multi-Agent RL for Interpretability and Probabilistic Decision Makingby Chitra Subramanian, Miao…
XRL-Bench: A Benchmark for Evaluating and Comparing Explainable Reinforcement Learning Techniquesby Yu Xiong, Zhipeng Hu,…
MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic Spacesby Tianyu Zheng, Ge Zhang, Xingwei Qu, Ming…
Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selectionby Fei Ming, Wenyin Gong, Ling…
Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge Computingby Tesfay Zemuy…
Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing Systemby Tailin Zhou,…
Aligning Crowd Feedback via Distributional Preference Reward Modelingby Dexun Li, Cong Zhang, Kuicai Dong, Derrick…
Reinforcement Learning for Solving Stochastic Vehicle Routing Problem with Time Windowsby Zangir Iklassov, Ikboljon Sobirov,…
FGeo-DRL: Deductive Reasoning for Geometric Problems through Deep Reinforcement Learningby Jia Zou, Xiaokai Zhang, Yiming…
Optimal Task Assignment and Path Planning using Conflict-Based Search with Precedence and Temporal Constraintsby Yu…