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Mohamad Hosein Danesh

2 accepted papers

2026

VOCALoco: Viability-Optimized Cost-Aware Adaptive Locomotion

ICRA 2026poster

Recent advancements in legged robot locomotion have facilitated traversal over increasingly complex terrains. Despite this progress, many existing approaches rely on end- to-end deep reinforcement learning (DRL), which poses limi- tations in terms of safety and interpretability, especially when gene…

2022

LEADER: Learning Attention over Driving Behaviors for Planning under Uncertainty

CoRL 2022oral

Uncertainty in human behaviors poses a significant challenge to autonomous driving in crowded urban environments. The partially observable Markov decision process (POMDP) offers a principled general framework for decision making under uncertainty and achieves real-time performance for complex tasks…

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