37 results for Multiagent

github.com/ltjed/multiagent-coaching

ltjed/multiagent-coaching

Finetune any multiagent system on any task w/ MAPPA (⭐ 251)

arxiv.org/abs/2011.00583

[2011.00583] Game-Theoretic Multiagent Reinforcement Learning

Tremendous advances have been made in multiagent reinforcement learning (MARL). MARL corresponds to the learning problem in a multiagent system in which multiple agents learn simultaneously. It is an interdisciplinary field of study with a long history that includes game theory,…

arxiv.org/abs/2404.17053v1

Agentive Permissions in Multiagent Systems

This paper proposes to distinguish four forms of agentive permissions in multiagent settings. The main technical results are the complexity analysis of model checking, the semantic undefinability of modalities that capture these forms of permissions...

arxiv.org/abs/2303.13660v1

Presenting Multiagent Challenges in Team Sports Analytics

This paper draws correlations between several challenges and opportunities within the area of team sports analytics and key research areas within multiagent systems (MAS). We specifically consider invasion games, defined as sports where players invad...

github.com/openai/multiagent-particle-envs

openai/multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments" (⭐ 2732)

arxiv.org/abs/2506.01463v1

Agentic AI and Multiagentic: Are We Reinventing the Wheel?

The terms Agentic AI and Multiagentic AI have recently gained popularity in discussions on generative artificial intelligence, often used to describe autonomous software agents and systems composed of such agents. However, the use of these terms conf...

github.com/openai/multiagent-competition

openai/multiagent-competition

Code for the paper "Emergent Complexity via Multi-agent Competition" (⭐ 831)

arxiv.org/abs/0804.0558v1

Agent-Based Perception of an Environment in an Emergency Situation

We are interested in the problem of multiagent systems development for risk detecting and emergency response in an uncertain and partially perceived environment. The evaluation of the current situation passes by three stages inside the multiagent s...

arxiv.org/abs/2409.13187v2

Cooperative Resilience in Artificial Intelligence Multiagent Systems

Resilience refers to the ability of systems to withstand, adapt to, and recover from disruptive events. While studies on resilience have attracted significant attention across various research domains, the precise definition of this concept within th...

arxiv.org/abs/2004.02575v1

A Norm Emergence Framework for Normative MAS -- Position Paper

Norm emergence is typically studied in the context of multiagent systems (MAS) where norms are implicit, and participating agents use simplistic decision-making mechanisms. These implicit norms are usually unconsciously shared and adopted through age...