Seeing is not Believing: Robust Reinforcement Learning against Spurious
CorrelationNeural Information Processing Systems (NeurIPS), 2023 |
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden
ConfoundingInternational Conference on Learning Representations (ICLR), 2023 |
Chain-of-Thought Predictive ControlInternational Conference on Machine Learning (ICML), 2023 |
A Survey on Causal Reinforcement LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 |
Sequence Model Imitation Learning with Unobserved ContextsNeural Information Processing Systems (NeurIPS), 2022 |
Discriminator-Guided Model-Based Offline Imitation LearningConference on Robot Learning (CoRL), 2022 |
Planning and Learning with Adaptive LookaheadAAAI Conference on Artificial Intelligence (AAAI), 2022 |