| Operator World Models for Reinforcement Learning | Jun 28, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Curriculum Design for Teaching via Demonstrations: Theory and Applications | Jun 8, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations | Mar 30, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Depth Matters: Multimodal RGB-D Perception for Robust Autonomous Agents | Mar 20, 2025 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions | Jun 20, 2020 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Making Universal Policies Universal | Feb 20, 2025 | Imitation LearningSequential Decision Making | CodeCode Available | 0 |
| Optimal Control of Mechanical Ventilators with Learned Respiratory Dynamics | Nov 12, 2024 | Decision MakingManagement | CodeCode Available | 0 |
| Achieving Long-Term Fairness in Sequential Decision Making | Apr 4, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Back to the Future -- Sequential Alignment of Text Representations | Sep 8, 2019 | Decision MakingRumour Detection | CodeCode Available | 0 |
| Reinforcement Learning of Risk-Constrained Policies in Markov Decision Processes | Feb 27, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |