| Differentially Private Regret Minimization in Episodic Markov Decision Processes | Dec 20, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| LISA: Learning Interpretable Skill Abstractions from Language | Feb 28, 2022 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| Causal Explanations for Sequential Decision-Making in Multi-Agent Systems | Feb 21, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 | 5 |
| Distance Weighted Supervised Learning for Offline Interaction Data | Apr 26, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings (Extended Version) | Jun 7, 2023 | Active LearningDecision Making | CodeCode Available | 0 | 5 |
| Automaton-Guided Curriculum Generation for Reinforcement Learning Agents | Apr 11, 2023 | Decision MakingQ-Learning | CodeCode Available | 0 | 5 |
| Classification with Costly Features as a Sequential Decision-Making Problem | Sep 5, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 | 5 |
| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | CodeCode Available | 0 | 5 |
| Achieving Long-Term Fairness in Sequential Decision Making | Apr 4, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Depth Matters: Multimodal RGB-D Perception for Robust Autonomous Agents | Mar 20, 2025 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
