| Language Guided Exploration for RL Agents in Text Environments | Mar 5, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Adaptive Learning Rate for Follow-the-Regularized-Leader: Competitive Analysis and Best-of-Both-Worlds | Mar 1, 2024 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| On the Role of Information Structure in Reinforcement Learning for Partially-Observable Sequential Teams and Games | Mar 1, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections | Feb 26, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Reward Design for Justifiable Sequential Decision-Making | Feb 24, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Information-Theoretic Safe Bayesian Optimization | Feb 23, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| BeTAIL: Behavior Transformer Adversarial Imitation Learning from Human Racing Gameplay | Feb 22, 2024 | Autonomous RacingDecision Making | —Unverified | 0 |
| On the Performance of Empirical Risk Minimization with Smoothed Data | Feb 22, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Toward TransfORmers: Revolutionizing the Solution of Mixed Integer Programs with Transformers | Feb 20, 2024 | Decision MakingDecoder | —Unverified | 0 |
| Align Your Intents: Offline Imitation Learning via Optimal Transport | Feb 20, 2024 | D4RLDecision Making | —Unverified | 0 |