Papers
Unreal-MAP: Unreal-Engine-Based General Platform for Multi-agent Reinforcement Learning
Tianyi Hu, Qingxu Fu, Zhiqiang Pu et al.
Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments
Jinwei Hu, Yi Dong, Youcheng Sun et al.
Orion: Steering Personalized Web Agents via Global-Micro Profiling and Adaptive Intent Tracking
Die Hu, Jingguo Ge, Weitao Tang et al.
Agent-SAMA: State-Aware Mobile Assistant
Linqiang Guo, Wei Liu, Yi Wen Heng et al.
Emergent Fast-Slow Dynamics in Multi-Agent Q-Learning for Networked Stochastic Games
Yuxin Geng, Wolfram Barfuss, Xingru Chen
GRDC: A Unified Graph-Driven Framework for Role Discovery and Communication in Multi-Agent Reinforcement Learning
Zihong Gao, Hongjian Liang, Yuanhui Hao et al.
Counterfactual Planning for Generalizable Agents’ Actions
Jiarun Fu, Lizhong Ding, Qiuning Wei et al.
Symbolic Planning and Multi-Agent Path Finding in Extremely Dense Environments with Unassigned Agents
Bo Fu, Zhe Chen, Rahul Chandan et al.
Cost-Effective Communication: An Auction-based Method for Language Agent Interaction
Yijia Fan, Jusheng Zhang, Kaitong Cai et al.
iMAD: Intelligent Multi-Agent Debate for Efficient and Accurate LLM Inference
Wei Fan, JinYi Yoon, Bo Ji
S-DAG: A Subject-Based Directed Acyclic Graph for Multi-Agent Heterogeneous Reasoning
Jiangwen Dong, Zehui Lin, Wanyu Lin et al.
GDBA Revisited: Unleashing the Power of Guided Local Search for Distributed Constraint Optimization
Yanchen Deng, Xinrun Wang, Bo An
ZeRCP: Towards Communication-Efficient Collaborative Perception and Future Scene Prediction via Request-Free Spatial Filtering
Yijie Chen, Yuzhe Ji, Haotian Wang et al.
Simulating Dispute Mediation with LLM-Based Agents for Legal Research
Junjie Chen, Haitao Li, Minghao Qin et al.
Adversarial Attack on Black-Box Multi-Agent by Adaptive Perturbation
Jianming Chen, Yawen Wang, Junjie Wang et al.
GUI-Eyes: Tool-Augmented Perception for Visual Grounding in GUI Agents
Chen Chen, Jiawei Shao, Dakuan Lu et al.
G-UBS: Towards Robust Understanding of Implicit Feedback via Group-Aware User Behavior Simulation
Boyu Chen, Siran Chen, Zhengrong Yue et al.
Mental Model-based Generation of Lies for Insider Threat Modeling
Brittany Cates, Sarath Sreedharan
A Phase Transition for Opinion Dynamics with Competing Biases
Federico Capannoli, Emilio Cruciani, Hlafo Alfie Mimun et al.
Efficient Multiagent Planning via Shared Action Suggestions
Dylan M. Asmar, Mykel J. Kochenderfer
When Natural Strategies Meet Fuzziness and Resource-Bounded Actions
Marco Aruta, Francesco Improta, Vadim Malvone et al.
Local Guidance for Configuration-Based Multi-Agent Pathfinding
Tomoki Arita, Keisuke Okumura
D2MoRA: Diversity-Regulated Asymmetric MoE-LoRA Decomposition for Efficient Multi-Task Adaptation
Jianhui Zuo, Xuemeng Song, Haokun Wen et al.
Interest-driven Deep Multi-modal Clustering
Guoliang Zou, Tongji Chen, Sijia Li et al.
ArchetypeTrader: Reinforcement Learning for Selecting and Refining Learnable Strategic Archetypes in Quantitative Trading
Chuqiao Zong, Molei Qin, Haochong Xia et al.