Learning Policy Representations in Multiagent Systems

Learning Policy Representations in Multiagent Systems

17 June 2018

Maruan Al-Shedivat

Jayesh K. Gupta

Harrison Edwards

Papers citing "Learning Policy Representations in Multiagent Systems"

15 / 15 papers shown

Title
Learning Strategy Representation for Imitation Learning in Multi-Agent Games Shiqi Lei Kanghon Lee Linjing Li Jinkyoo Park OffRL 65 0 0 17 Feb 2025
Agent Modelling under Partial Observability for Deep Reinforcement Learning Georgios Papoudakis Filippos Christianos Stefano V. Albrecht 53 62 0 16 Jun 2020
Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments Maruan Al-Shedivat Trapit Bansal Yuri Burda Ilya Sutskever Igor Mordatch Pieter Abbeel CLL 58 353 0 10 Oct 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 245 18,685 0 20 Jul 2017
Robust Imitation of Diverse Behaviors Ziyun Wang J. Merel Scott E. Reed Greg Wayne Nando de Freitas N. Heess 60 195 0 10 Jul 2017
VAIN: Attentional Multi-agent Predictive Modeling Yedid Hoshen GNN 81 237 0 19 Jun 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 121 4,441 0 07 Jun 2017
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations Yunzhu Li Jiaming Song Stefano Ermon 40 44 0 26 Mar 2017
Emergence of Grounded Compositional Language in Multi-Agent Populations Igor Mordatch Pieter Abbeel LLMAG 103 702 0 15 Mar 2017
Coordinated Multi-Agent Imitation Learning Hoang Minh Le Yisong Yue Peter Carr P. Lucey 53 189 0 09 Mar 2017
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 461 1,405 0 01 Dec 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 156 10,825 0 03 Jul 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 979 149,474 0 22 Dec 2014
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 144 1,991 0 20 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 306 33,445 0 16 Oct 2013