Expected value of communication for planning in ad hoc teamwork

W Macke, R Mirsky, P Stone - Proceedings of the AAAI Conference on …, 2021 - ojs.aaai.org
A desirable goal for autonomous agents is to be able to coordinate on the fly with previously
unknown teammates. Known as “ad hoc teamwork”, enabling such a capability has been …

[PDF][PDF] A penny for your thoughts: The value of communication in ad hoc teamwork

R Mirsky, W Macke, A Wang, H Yedidsion, P Stone - 2020 - repositories.lib.utexas.edu
In ad hoc teamwork, multiple agents need to collaborate without having knowledge about
their teammates or their plans a priori. A common assumption in this research area is that …

[PDF][PDF] Modeling uncertainty in leading ad hoc teams

N Agmon, S Barrett, P Stone - Proceedings of the 2014 …, 2014 - aamas.csc.liv.ac.uk
Ad hoc teamwork exists when a team of agents needs to cooperate without being able to
communicate or use coordination schemes that were designed a-priori. Sometimes ad hoc …

Ad hoc teamwork behaviors for influencing a flock

K Genter, P Stone - 2016 - dspace.cvut.cz
Ad hoc teamwork refers to the challenge of designing agents that can influence the behavior
of a team, without prior coordination with its teammates. This paper considers influencing a …

[PDF][PDF] Leading ad hoc agents in joint action settings with multiple teammates.

N Agmon, P Stone - AAMAS, 2012 - ifaamas.org
The growing use of autonomous agents in practice may require agents to cooperate as a
team in situations where they have limited prior knowledge about one another, cannot …

Online planning for ad hoc autonomous agent teams

F Wu, S Zilberstein, X Chen - Proceedings of the 22nd International …, 2011 - staff.ustc.edu.cn
We propose a novel online planning algorithm for ad hoc team settings' challenging
situations in which an agent must collaborate with unknown teammates without prior …

[PDF][PDF] Empirical evaluation of ad hoc teamwork in the pursuit domain

S Barrett, P Stone, S Kraus - The 10th International Conference …, 2011 - aamas.csc.liv.ac.uk
The concept of creating autonomous agents capable of exhibiting ad hoc teamwork was
recently introduced as a challenge to the AI, and specifically to the multiagent systems …

[PDF][PDF] An analysis framework for ad hoc teamwork tasks

S Barrett, P Stone - Proceedings of the 11th International Conference on …, 2012 - Citeseer
In multiagent team settings, the agents are often given a protocol for coordinating their
actions. When such a protocol is not available, agents must engage in ad hoc teamwork to …

Aateam: Achieving the ad hoc teamwork by employing the attention mechanism

S Chen, E Andrejczuk, Z Cao, J Zhang - … of the AAAI conference on artificial …, 2020 - aaai.org
In the ad hoc teamwork setting, a team of agents needs to perform a task without prior
coordination. The most advanced approach learns policies based on previous experiences …

A survey of ad hoc teamwork research

R Mirsky, I Carlucho, A Rahman, E Fosong… - European conference on …, 2022 - Springer
Ad hoc teamwork is the research problem of designing agents that can collaborate with new
teammates without prior coordination. This survey makes a two-fold contribution: First, it …