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Jinyu Zhu

2 accepted papers

2026

User-Centric Object Navigation: A Benchmark with Integrated User Habits for Personalized Embodied Object Search

ICRA 2026poster

In the evolving field of robotics, the challenge of Object Navigation (ON) in household environments has attracted significant interest. Existing ON benchmarks typically place objects in locations guided by general scene priors, without accounting for the specific placement habits of individual user…

2024

Decomposing Temporal Equilibrium Strategy for Coordinated Distributed Multi-Agent Reinforcement Learning

AAAI 2024technical

The increasing demands for system complexity and robustness have prompted the integration of temporal logic into Multi-Agent Reinforcement Learning (MARL) to address tasks with non-Markovian properties. However, incorporating non-Markovian properties introduces additional computational complexities,…

Cited by 2SourcePDFScholar