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| Variational Deep Learning via Implicit Regularization | May 26, 2025 | Deep LearningInductive Bias | —Unverified | 0 |
| DDO: Dual-Decision Optimization via Multi-Agent Collaboration for LLM-Based Medical Consultation | May 24, 2025 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Automata Learning of Preferences over Temporal Logic Formulas from Pairwise Comparisons | May 23, 2025 | Motion PlanningSequential Decision Making | —Unverified | 0 |
| Reward Is Enough: LLMs Are In-Context Reinforcement Learners | May 21, 2025 | Large Language ModelReinforcement Learning (RL) | —Unverified | 0 |
| Vid2World: Crafting Video Diffusion Models to Interactive World Models | May 20, 2025 | Robot ManipulationSequential Decision Making | —Unverified | 0 |
| Sample and Computationally Efficient Continuous-Time Reinforcement Learning with General Function Approximation | May 20, 2025 | Computational Efficiencycontinuous-control | CodeCode Available | 0 |
| OMGPT: A Sequence Modeling Framework for Data-driven Operational Decision Making | May 19, 2025 | Decision MakingManagement | —Unverified | 0 |
| Deep Symbolic Optimization: Reinforcement Learning for Symbolic Mathematics | May 16, 2025 | Equation Discoveryreinforcement-learning | —Unverified | 0 |
| Generalization Guarantees for Learning Branch-and-Cut Policies in Integer Programming | May 16, 2025 | Sequential Decision MakingVariable Selection | —Unverified | 0 |
