| Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search | Nov 6, 2023 | Decision MakingGraph Generation | —Unverified | 0 |
| Safe Sequential Optimization for Switching Environments | Nov 3, 2023 | Bayesian OptimizationChange Point Detection | —Unverified | 0 |
| Using General Value Functions to Learn Domain-Backed Inventory Management Policies | Nov 3, 2023 | Decision MakingManagement | —Unverified | 0 |
| Efficient Symbolic Policy Learning with Differentiable Symbolic Expression | Nov 2, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Rethinking Decision Transformer via Hierarchical Reinforcement Learning | Nov 1, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Safety-aware Causal Representation for Trustworthy Offline Reinforcement Learning in Autonomous Driving | Oct 31, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Regret-Minimization Algorithms for Multi-Agent Cooperative Learning Systems | Oct 30, 2023 | Cloud ComputingDecision Making | —Unverified | 0 |
| High-Dimensional Prediction for Sequential Decision Making | Oct 26, 2023 | Combinatorial OptimizationConformal Prediction | —Unverified | 0 |
| O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models | Oct 22, 2023 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Robust Visual Imitation Learning with Inverse Dynamics Representations | Oct 22, 2023 | Decision MakingImitation Learning | —Unverified | 0 |
