Helping people on the fly: Ad hoc teamwork for human-robot teams

JG Ribeiro, M Faria, A Sardinha, FS Melo - Progress in Artificial …, 2021 - Springer
Ad hoc teamwork (BOPA), a novel algorithm for ad hoc teamwork which enables a robot to
collaborate, on the fly… environment, deploying BOPA into an ad hoc robot with the goal of …

[PDF][PDF] Collaborate and Explain on the Fly: Nonmonotonic Logical Reasoning and Incremental Learning for Ad Hoc Teamwork.

H Dodampegama, M Sridharan - NMR, 2023 - homepages.inf.ed.ac.uk
… for ad hoc teamwork, ie, to enable an agent to collaborate with other agents “on the fly". … In
a departure from existing work, we introduce an architecture for ad hoc teamwork that performs …

Towards open ad hoc teamwork using graph-based policy learning

MA Rahman, N Hopner, F Christianos… - … on machine learning, 2021 - proceedings.mlr.press
… We make a step towards the full ad hoc teamwork challenge … Open ad hoc teamwork involves
three main challenges that … algorithm designed for open ad hoc teamwork, called Graph-…

[PDF][PDF] Learning with Generated Teammates to Achieve Type-Free Ad-Hoc Teamwork.

D Xing, Q Liu, Q Zheng, G Pan, Z Zhou - IJCAI, 2021 - ijcai.org
… Due to limited time, these agents cannot coordinate in advance to determine each other’s
division of … number of scenarios that require the agent to participate in such ad-hoc teamwork. …

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
… the ad hoc teamwork setting, a team of agents needs to perform a task without prior coordination.
The most advanced … This paper tackles the ad hoc teamwork problem where an ad hoc

Open Ad Hoc Teamwork with Cooperative Game Theory

J Wang, Y Li, Y Zhang, W Pan, S Kaski - arXiv preprint arXiv:2402.15259, 2024 - arxiv.org
… To tackle the ad hoc teamwork problem, in this paper we explore a scenario where one …
the progress of autonomous vehicles, smart grids, and various decision-making scenarios …

Ad hoc teamwork in the presence of non-stationary teammates

PM Santos, JG Ribeiro, A Sardinha, FS Melo - EPIA Conference on …, 2021 - Springer
… In this paper we address the problem of ad hoc teamwork and … Current approaches to ad
hoc teamwork assume that the (potentially … We now go over relevant work in ad hoc teamwork, …

Back to the future: Toward a hybrid architecture for ad hoc teamwork

H Dodampegama, M Sridharan - … of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
Ad hoc teamwork (AHT) refers to the problem of enabling an agent to cooperate with
others on the fly (Stone et al. 2010). Figure 1 shows motivating scenarios from Fort Attack, a …

[PDF][PDF] Reasoning about human behavior in ad hoc teamwork

J Suriadinata, W Macke, R Mirsky, P Stone - Adaptive and learning …, 2021 - par.nsf.gov
… of a work in progress to construct an ad hoc teammate that can … human behavior in ad
hoc teamwork under three different … ’ goals on the fly. Some works added assumptions to an …

TEAMSTER: Model-based reinforcement learning for ad hoc teamwork

JG Ribeiro, G Rodrigues, A Sardinha, FS Melo - Artificial Intelligence, 2023 - Elsevier
… Therefore, the ad hoc agent must identify, on the fly, what is the main goal and how its
teammates … agent (the previous knowledge), but the agent does not know in advance which is the …