Brahmanage, Janaka Chathuranga

2 publications

NeurIPS 2025 IOSTOM: Offline Imitation Learning from Observations via State Transition Occupancy Matching Quang Anh Pham, Janaka Chathuranga Brahmanage, Tien Anh Mai, Akshat Kumar

AAAI 2025 Leveraging Constraint Violation Signals for Action Constrained Reinforcement Learning Janaka Chathuranga Brahmanage, Jiajing Ling, Akshat Kumar