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20232026
most citedAttention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning

2 citations · 2 across the 4 of their papers we have counts for

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cs.RO2026

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models

Xinyi Xie, Zican Hu, Zhanyu Liu +7

Vision-Language-Action (VLA) models acquire broad embodied capabilities through large-scale pretraining, yet their generalization remains far more fragile than that of LLMs and VLM…