Kasun Weerakoon
Scholar

Kasun Weerakoon

Google Scholar ID: -JsBJxUAAAAJ
Ph.D., University of Maryland, College Park, MD
RoboticsDeep Reinforcement LearningAutonomous Navigation
Citations & Impact
All-time
Citations
633
 
H-index
12
 
i10-index
14
 
Publications
20
 
Co-authors
29
list available
Resume (English only)
Academic Achievements
  • Recipient of the Department of Electrical & Computer Engineering Distinguished Dissertation Fellowship Award (2025)
  • Outstanding Graduate Research Assistant Award from the University of Maryland Graduate School (2022–23)
  • George Harhalakis Outstanding Systems Engineering Graduate Student Award (2023–24)
  • Published multiple papers at top robotics conferences including:
  • - “BehAV: Behavioral Rule Guided Autonomy Using VLMs for Robot Navigation in Outdoor Scenes” (ICRA 2025)
  • - “CoNVOI: Context-aware Navigation using Vision Language Models in Outdoor and Indoor Environments” (IROS 2024)
  • - “VAPOR: Legged Robot Navigation in Unstructured Outdoor Environments using Offline Reinforcement Learning” (ICRA 2024)
  • - “HTRON: Efficient Outdoor Navigation with Sparse Rewards via Heavy Tailed Adaptive Reinforce Algorithm” (CoRL 2022)
  • - “TERP: Reliable planning in uneven outdoor environments using deep reinforcement learning” (ICRA 2022)