Scholar
Kasun Weerakoon
Google Scholar ID: -JsBJxUAAAAJ
Ph.D., University of Maryland, College Park, MD
Robotics
Deep Reinforcement Learning
Autonomous Navigation
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Citations & Impact
All-time
Citations
633
H-index
12
i10-index
14
Publications
20
Co-authors
29
list available
Contact
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Publications
5 items
HALO: Human Preference Aligned Offline Reward Learning for Robot Navigation
2025
Cited
0
MOSU: Autonomous Long-range Robot Navigation with Multi-modal Scene Understanding
2025
Cited
0
Vi-LAD: Vision-Language Attention Distillation for Socially-Aware Robot Navigation in Dynamic Environments
2025
Cited
0
CROSS-GAiT: Cross-Attention-Based Multimodal Representation Fusion for Parametric Gait Adaptation in Complex Terrains
arXiv.org · 2024
Cited
0
Confidence-Controlled Exploration: Efficient Sparse-Reward Policy Learning for Robot Navigation
2023
Cited
4
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)
Co-authors
29 total
Dinesh Manocha
Distinguished University Professor, University of Maryland at College Park
Co-author 2
Tianrui Guan
Waymo
Mohamed Elnoor
PhD Student at University of Maryland, College Park
Jing Liang
University of Maryland
Co-author 6
Amrit Singh Bedi
Assistant Professor in Department of Computer Science, University of Central Florida, FL, USA
Rohan Chandra
Assistant Professor, Dept. of Computer Science, University of Virginia
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