Dahlin, Nathan

5 publications

L4DC 2025 Conditional Kernel Imitation Learning for Continuous State Environments Rishabh Agrawal, Nathan Dahlin, Rahul Jain, Ashutosh Nayyar

AAAI 2025 Markov Balance Satisfaction Improves Performance in Strictly Batch Offline Imitation Learning Rishabh Agrawal, Nathan Dahlin, Rahul Jain, Ashutosh Nayyar

NeurIPSW 2024 Policy Optimization for Strictly Batch Imitation Learning Rishabh Agrawal, Nathan Dahlin, Rahul Jain, Ashutosh Nayyar

AAAI 2023 Compressed Decentralized Learning of Conditional Mean Embedding Operators in Reproducing Kernel Hilbert Spaces Boya Hou, Sina Sanjari, Nathan Dahlin, Subhonmesh Bose

ICML 2023 Sparse Learning of Dynamical Systems in RKHS: An Operator-Theoretic Approach Boya Hou, Sina Sanjari, Nathan Dahlin, Subhonmesh Bose, Umesh Vaidya