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20232026
most citedUnifying Large Language Model and Deep Reinforcement Learning for Human-in-Loop Interactive Socially-aware Navigation

5 citations · 13 across the 12 of their papers we have counts for

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5 papers · 1 filter

cs.RO2026

Task Structure and Scalability in Multi-Robot Authoring

Christian Marowski, Byung-Cheol Min

Multi-robot authoring can reduce completion time by distributing drawing work, but the resulting speedup depends on task structure and the allocation-routing pipeline. We investiga…

cs.RO2026

MIND: Instruction-Conditioned Incremental Grounding for Robots

Mohamed Abouagour, Junhyun Nam, Wonse Jo +1

Robots following persistent language instructions must decide which cached room judgments remain valid as their environment changes. We present MIND (Maintenance via INstruction-co…

cs.RO2026

Audit Before You Commit: Locating Belief Failures in Active Identification for One-Shot Manipulation

Mohamed Abouagour, Byung-Cheol Min

A robot that probes a few times before one irreversible action, such as tapping a surface before inserting a peg, must decide when the evidence is enough to commit. We argue that t…

cs.RO2026

Containing Behavioral Cascades from Manipulated Claims in LLM-Powered Multi-Robot Systems

Waleed Bin Khalid, Byung-Cheol Min

Large language model (LLM)-powered multi-robot systems are vulnerable to semantic manipulation: an accepted false world-state claim can trigger a fleet-wide behavioral cascade, cau…

cs.RO2026★ 1 cited

Game-Based and Gamified Robotics Education: A Comparative Systematic Review and Design Guidelines

Syed T. Mubarrat, Byung-Cheol Min, Tianyu Shao +5

Robotics education fosters computational thinking, creativity, and problem-solving, but remains challenging due to technical complexity. Game-based learning (GBL) and gamification…