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20242026
most citedEnd-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations

2 citations · 3 across the 11 of their papers we have counts for

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cs.CV2026

Hypothesis Graph Refinement: Hypothesis-Driven Exploration with Cascade Error Correction for Embodied Navigation

Peixin Chen, Guoxi Zhang, Jianwei Ma +1

Embodied agents must explore partially observed environments while maintaining reliable long-horizon memory. Existing graph-based navigation systems improve scalability, but they o…

cs.CV2026

MVR: Multi-view Video Reward Shaping for Reinforcement Learning

Lirui Luo, Guoxi Zhang, Hongming Xu +3

Reward design is of great importance for solving complex tasks with reinforcement learning. Recent studies have explored using image-text similarity produced by vision-language mod…