AI Agent

Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning

Peizhong Ju, Arnob Ghosh, Ness B. Shroff

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities

Donghao Ying, Yunkai Zhang, Yuhao Ding, Alec Koppel, Javad Lavaei

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments 50 pages

Fine-Grained Complexity Analysis of Multi-Agent Path Finding on 2D Grids

Tzvika Geft

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments To appear in Symposium on Combinatorial Search (SoCS 2023)

Multi-Agent Reinforcement Learning for Network Routing in Integrated Access Backhaul Networks

Shahaf Yamin, Haim Permuter

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments arXiv admin note: text overlap with arXiv:2110.14541, arXiv:1910.04041, arXiv:1911.10635 by other authors

Multi-agent Continual Coordination via Progressive Task Contextualization

Lei Yuan, Lihe Li, Ziqian Zhang, Fuxiang Zhang, Cong Guan, Yang Yu

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Risk-aware Safe Control for Decentralized Multi-agent Systems via Dynamic Responsibility Allocation

Yiwei Lyu, Wenhao Luo, John M. Dolan

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning

Xuefeng Wang, Xinran Li, Jiawei Shao, Jun Zhang

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 11 pages, 8 figures, accepted by AAMAS 2023

Characterizing tradeoffs between teaching via language and demonstrations in multi-agent systems

Dhara Yu, Noah D. Goodman, Jesse Mu

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.CL

Comments 7 pages, 6 figures, to appear in Proceedings of the 45th Annual Conference of the Cognitive Science Society

Understanding the World to Solve Social Dilemmas Using Multi-Agent Reinforcement Learning

Manuel Rios, Nicanor Quijano, Luis Felipe Giraldo

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments ICLR 2023 - AI4ABM workshop

Constrained Environment Optimization for Prioritized Multi-Agent Navigation

Zhan Gao, Amanda Prorok

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments arXiv admin note: substantial text overlap with arXiv:2209.11279

Multi-Agent Deep Reinforcement Learning for Request Dispatching in Distributed-Controller Software-Defined Networking

Victoria Huang, Gang Chen, Qiang Fu

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Explainable Multi-Agent Reinforcement Learning for Temporal Queries

Kayla Boggess, Sarit Kraus, Lu Feng

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 9 pages, 4 figures, 1 table, 3 algorithms, IJCAI 2023

UKP-SQuARE v3: A Platform for Multi-Agent QA Research

Haritz Puerto, Tim Baumgärtner, Rachneet Sachdeva, Haishuo Fang, Hao Zhang, Sewin Tariverdian, Kexin Wang, Iryna Gurevych

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.CL

Comments ACL 2023 Demo Paper

Safe Multi-agent Learning via Trapping Regions

Aleksander Czechowski, Frans A. Oliehoek

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation

Siddharth Nayak, Kenneth Choi, Wenqi Ding, Sydney Dolan, Karthik Gopalakrishnan, Hamsa Balakrishnan

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 9 pages, 7 figures, 8 tables, 5 pages appendix, Code: https://github.com/nsidn98/InforMARL

Tracking Progress in Multi-Agent Path Finding

Bojie Shen, Zhe Chen, Muhammad Aamir Cheema, Daniel D. Harabor, Peter J. Stuckey

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Stackelberg Decision Transformer for Asynchronous Action Coordination in Multi-Agent Systems

Bin Zhang, Hangyu Mao, Lijuan Li, Zhiwei Xu, Dapeng Li, Rui Zhao, Guoliang Fan

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 11pages, 7papers

Multi-Value Alignment in Normative Multi-Agent System: Evolutionary Optimisation Approach

Maha Riad, Vinicius Renan de Carvalho, Fatemeh Golpayegani

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning

Qingpeng Zhao, Yuanyang Zhu, Zichuan Liu, Zhi Wang, Chunlin Chen

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems

Tobias Enders, James Harrison, Marco Pavone, Maximilian Schiffer

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments 20 pages, 7 figures, extended version of paper accepted at the 5th Learning for Dynamics & Control Conference (L4DC 2023)

Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers

Lei Yuan, Zi-Qian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Li-He Li, Chao Qian, Yang Yu

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments In: Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI'23), 2023

Mixture of personality improved Spiking actor network for efficient multi-agent cooperation

Xiyun Li, Ziyi Ni, Jingqing Ruan, Linghui Meng, Jing Shi, Tielin Zhang, Bo Xu

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 20 pages, 7 figures

Social Value Orientation and Integral Emotions in Multi-Agent Systems

Daniel Collins, Conor Houghton, Nirav Ajmeri

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 21 pages, 2 figures, accepted at COINE 2023

Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation

Lei Yuan, Feng Chen, Zhongzhang Zhang, Yang Yu

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning

Yulai Zhao, Zhuoran Yang, Zhaoran Wang, Jason D. Lee

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments ICML 2023

A Projective Simulation Scheme for Partially-Observable Multi-Agent Systems

Rasoul Kheiri

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 28 pages, 21 figures

Journal ref Quantum Mach. Intell. 3, 11 (2021)

PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning

Hanhan Zhou, Tian Lan, Vaneet Aggarwal

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments accepted at NeurIPS 2022

Journal ref Advances in Neural Information Processing Systems 35 (2022): 15757-15769

Learning to Seek: Multi-Agent Online Source Seeking Against Non-Stochastic Disturbances

Bin Du, Kun Qian, Christian Claudel, Dengfeng Sun

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Double-Deck Multi-Agent Pickup and Delivery: Multi-Robot Rearrangement in Large-Scale Warehouses

Baiyu Li, Hang Ma

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments Accepted to IEEE Robotics and Automation Letters (RA-L). Video: https://youtu.be/6CUdSmQYub8

Preference Inference from Demonstration in Multi-objective Multi-agent Decision Making

Junlin Lu

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments This work is accepted by the Doctoral Consortium of AAMAS 2023, London