A review of cooperation in multi-agent learning

Y Du, JZ Leibo, U Islam, R Willis, P Sunehag - arXiv preprint arXiv …, 2023 - arxiv.org
Cooperation in multi-agent learning (MAL) is a topic at the intersection of numerous
disciplines, including game theory, economics, social sciences, and evolutionary biology …

Social behavior as a key to learning-based multi-agent pathfinding dilemmas

C He, T Duhan, P Tulsyan, P Kim… - arXiv preprint arXiv …, 2024 - arxiv.org
The Multi-agent Path Finding (MAPF) problem involves finding collision-free paths for a team
of agents in a known, static environment, with important applications in warehouse …

[PDF][PDF] Selfishness Level Induces Cooperation in Sequential Social Dilemmas

S Roesch, S Leonardos, Y Du - The 23rd International Conference …, 2024 - kclpure.kcl.ac.uk
Social dilemmas [10] are normal-form game theoretic models that capture collective action
problems—situations where individuals face a trade-off between their own self-interest and …

Grounded Predictions of Teamwork as a One-Shot Game: A Multiagent Multi-Armed Bandits Approach

ALA Gómez, C Sierra, J Sabater-Mir - arXiv preprint arXiv:2409.17214, 2024 - arxiv.org
Humans possess innate collaborative capacities. However, effective teamwork often
remains challenging. This study delves into the feasibility of collaboration within teams of …

[PDF][PDF] The Selfishness Level of Social Dilemmas

S Roesch, S Leonardos, Y Du - … of the 23rd International Conference on …, 2024 - ifaamas.org
Social dilemmas [9](SDs) are well studied, and have been the subject of much work in fields
such as psychology [3] and sociology [6]. SDs are particularly interesting as they are known …

Learning Through Social Interactions and Learning to Socially Interact in Multi-Agent Learning

U Madhushani - 2023 - search.proquest.com
The rapid integration of AI agents into the society underscores the need for a deeper
understanding of how these agents can benefit from social interactions and develop …