MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification

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MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification

26 March 2024

Long Xia

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Papers citing "MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification"

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Title
Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning Bin Zhang Lijuan Li Zhiwei Xu Dapeng Li Guoliang Fan 63 10 0 20 Apr 2023
PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning Yiqun Chen Hangyu Mao Jiaxin Mao Shiguang Wu Tianle Zhang Bin Zhang Bin Wang Hong Chang OffRL 99 7 0 17 Oct 2022
The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games Chao Yu Akash Velu Eugene Vinitsky Jiaxuan Gao Yu Wang Alexandre M. Bayen Yi Wu OffRL 197 1,288 0 02 Mar 2021
RODE: Learning Roles to Decompose Multi-Agent Tasks Tonghan Wang Tarun Gupta Anuj Mahajan Bei Peng Shimon Whiteson Chongjie Zhang OffRL 106 211 0 04 Oct 2020
QPLEX: Duplex Dueling Multi-Agent Q-Learning Jianhao Wang Zhizhou Ren Terry Liu Yang Yu Chongjie Zhang OffRL 120 457 0 03 Aug 2020
MarlRank: Multi-agent Reinforced Learning to Rank Shihao Zou Zhonghua Li Mohammad Akbari Jun Wang Peng Zhang 30 12 0 15 Sep 2019
Policy Learning for Fairness in Ranking Ashudeep Singh Thorsten Joachims OffRL 96 219 0 11 Feb 2019
Value-Decomposition Networks For Cooperative Multi-Agent Learning P. Sunehag Guy Lever A. Gruslys Wojciech M. Czarnecki V. Zambaldi ... Marc Lanctot Nicolas Sonnerat Joel Z Leibo K. Tuyls T. Graepel 114 1,014 0 16 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 885 133,171 0 12 Jun 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 164 4,531 0 07 Jun 2017
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 274 9,266 0 16 May 2014