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cs.RO2026
Sampling-Based Coordination-Informed Multi-Objective Multi-Robot Reinforcement Learning
Antonio Marino, Esteban Restrepo, Soon-jo Chung +2
Multi-robot systems must simultaneously optimize competing objectives while maintaining coordinated behavior. Existing multi-agent reinforcement learning approaches often rely on f…
astro-ph.IM2026
Planetary Exploration 3.0: A Roadmap for Software-Defined, Radically Adaptive Space Systems
Masahiro Ono, Daniel Selva, Morgan L. Cable +23
The surface and subsurface of worlds beyond Mars remain largely unexplored. Yet these worlds hold keys to fundamental questions in planetary science - from potentially habitable su…