Vazquez-Chanlatte, Marcell

6 publications

JAIR 2026 Backward Monte Carlo Tree Search: Charting Unsafe Regions in the Belief-Space Anil Yildiz, Esen Yel, Marcell Vazquez-Chanlatte, Kyle Hollins Wray, Mykel J. Kochenderfer, Stefan J. Witwicki

ICLRW 2025 Learning Automata from Demonstrations, Examples, and Natural Language Marcell Vazquez-Chanlatte, Karim Elmaaroufi, Stefan Witwicki, Matei Zaharia, Sanjit A. Seshia

NeurIPS 2024 Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning Beyazit Yalcinkaya, Niklas Lauffer, Marcell Vazquez-Chanlatte, Sanjit A. Seshia

NeurIPSW 2023 Automata Conditioned Reinforcement Learning with Experience Replay Beyazit Yalcinkaya, Niklas Lauffer, Marcell Vazquez-Chanlatte, Sanjit Seshia

ICMLW 2023 Learning Formal Specifications from Membership and Preference Queries Ameesh Shah, Marcell Vazquez-Chanlatte, Sebastian Junges, Sanjit A. Seshia

NeurIPS 2018 Learning Task Specifications from Demonstrations Marcell Vazquez-Chanlatte, Susmit Jha, Ashish Tiwari, Mark K Ho, Sanjit Seshia