A Sufficient Statistic for Influence in Structured Multiagent Environments

22 July 2019

Papers citing "A Sufficient Statistic for Influence in Structured Multiagent Environments"

9 / 9 papers shown

Title
Formal Modelling for Multi-Robot Systems Under Uncertainty Charlie Street Masoumeh Mansouri Bruno Lacerda 34 0 0 26 May 2023
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems Miguel Suau Jinke He Mustafa Mert cCelikok M. Spaan F. Oliehoek 19 1 0 01 Jul 2022
A Survey on Model-based Reinforcement Learning Fan Luo Tian Xu Hang Lai Xiong-Hui Chen Weinan Zhang Yang Yu OffRL LRM 50 101 0 19 Jun 2022
Influence-Augmented Local Simulators: A Scalable Solution for Fast Deep RL in Large Networked Systems Miguel Suau Jinke He M. Spaan F. Oliehoek 27 4 0 03 Feb 2022
Online Planning in POMDPs with Self-Improving Simulators Jinke He Miguel Suau Hendrik Baier Michael Kaisers F. Oliehoek 11 1 0 27 Jan 2022
Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs Thomas Spooner N. Vadori Sumitra Ganesh 30 7 0 20 Feb 2021
Loss Bounds for Approximate Influence-Based Abstraction E. Congeduti A. Mey F. Oliehoek 13 9 0 03 Nov 2020
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 80 1,234 0 30 Nov 2018
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip Torr Pushmeet Kohli Shimon Whiteson OffRL 122 595 0 28 Feb 2017