3 papers
cs.CL2026
What Language Does and What the Evidence Supports: A Functional Role Taxonomy and Evidence Audit of Language Grounding in Embodied Agents
Yifan Guo, Chenghao Li, Zhu Wang +6
Foundation models place language throughout embodied agents, but its presence does not show what it contributes or how well that contribution is grounded. This survey separates the…
cs.MA2025
VIL2C: Value-of-Information Aware Low-Latency Communication for Multi-Agent Reinforcement Learning
Qian Zhang, Zhuo Sun, Yao Zhang +3
Inter-agent communication serves as an effective mechanism for enhancing performance in collaborative multi-agent reinforcement learning(MARL) systems. However, the inherent commun…
cs.AI2025
MemoCue: Empowering LLM-Based Agents for Human Memory Recall via Strategy-Guided Querying
Qian Zhao, Zhuo Sun, Bin Guo +1
Agent-assisted memory recall is one critical research problem in the field of human-computer interaction. In conventional methods, the agent can retrieve information from its equip…