WebSep 1, 2024 · seminar hanabi hci coordination self-play. Title: Self-Play and Zero-Shot (Human-AI) Coordination (in Hanabi) Speaker: Jakob Foerster (University of Toronto) Time and date: 4pm to 5pm, September 9th, 2024 (Wednesday) Room: Virtual (Zoom) The Game AI Research Group is glad to announce a (virtual) talk by Jakob Foerster on Wednesday … WebJan 28, 2024 · We propose the Any-Play learning augmentation – a multi-agent extension of diversity-based intrinsic rewards for zero-shot coordination (ZSC) – for generalizing self …
[2003.02979v1] "Other-Play" for Zero-Shot Coordination - arXiv.org
WebJan 16, 2024 · We conduct experiments on the Overcooked environment, and evaluate the zero-shot human-AI coordination performance of our method with both behavior-cloned human proxies and real humans. The results demonstrate that our method significantly increases the diversity of partners and enables ego agents to learn more diverse … WebJan 16, 2024 · Zero-shot human-AI coordination holds the promise of collaborating with humans without human data. Prevailing methods try to train the ego agent with a population of partners via self-play. birmingham six guildford four and judith ward
GitHub - mit-ll/hanabi_AnyPlay
WebDec 22, 2024 · Trajectory diversity for zero-shot coordination. In Proceedings of the 38th International Conference on Machine Learning, volume 139 of Proceedings of Machine Learning Research, pages 7204-7213 ... WebMay 21, 2024 · TL;DR: With a simple engineering optimization, jointly training all levels of a K-Level Reasoning Hierarchy, we are able to stabilize and improve Zero-Shot Coordination results in Hanabi. Abstract: The standard problem setting in cooperative multi-agent settings is \emph {self-play} (SP), where the goal is to train a \emph {team} of agents that ... Web"Other-Play" for Zero-Shot Coordination . We consider the problem of zero-shot coordination - constructing AI agents that can coordinate with novel partners they have … birmingham ski club events