| Safety-aware Causal Representation for Trustworthy Offline Reinforcement Learning in Autonomous Driving | Oct 31, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning | Oct 30, 2023 | Decision MakingOffline RL | CodeCode Available | 1 |
| 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 |
| Robust Visual Imitation Learning with Inverse Dynamics Representations | Oct 22, 2023 | Decision MakingImitation Learning | —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 |
| Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes | Oct 20, 2023 | Decision MakingMulti-Task Learning | —Unverified | 0 |
| Eureka: Human-Level Reward Design via Coding Large Language Models | Oct 19, 2023 | Decision MakingIn-Context Learning | CodeCode Available | 4 |
| Auction-Based Scheduling | Oct 18, 2023 | Decision MakingFairness | —Unverified | 0 |
| Partially Observable Stochastic Games with Neural Perception Mechanisms | Oct 17, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
