Grounded Answers for Multi-agent Decision-making Problem through
Generative World ModelNeural Information Processing Systems (NeurIPS), 2024 |
A Bayesian Approach to Robust Inverse Reinforcement LearningConference on Robot Learning (CoRL), 2023 |
Conditional Kernel Imitation Learning for Continuous State EnvironmentsConference on Learning for Dynamics & Control (L4DC), 2023 |
MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning
from ObservationsInternational Conference on Machine Learning (ICML), 2023 |
When Demonstrations Meet Generative World Models: A Maximum Likelihood
Framework for Offline Inverse Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2023 |