Similar Items: Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning
- Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents
- Coordination Matters: Evaluation of Cooperative Multi-Agent Reinforcement Learning
- Governed Collaborative Memory as Artificial Selection in LLM-Based Multi-Agent Systems
- Social Theory Should Be a Structural Prior for Agentic AI: A Formal Framework for Multi-Agent Social Systems
- A High-Throughput Compute-Efficient POMDP Hide-And-Seek-Engine (HASE) for Multi-Agent Operations
- ARMOR: An Agentic Framework for Reaction Feasibility Prediction via Adaptive Utility-aware Multi-tool Reasoning