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» Evolving Behaviors for Cooperating Agents
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GECCO
2003
Springer
105views Optimization» more  GECCO 2003»
14 years 1 months ago
Coevolving Communication and Cooperation for Lattice Formation Tasks
Abstract. Reactive multi-agent systems are shown to coevolve with explicit communication and cooperative behavior to solve lattice formation tasks. Comparable agents that lack the ...
Jekanthan Thangavelautham, Tim D. Barfoot, Gabriel...
AAAI
2006
13 years 10 months ago
Multiparty Proactive Communication: A Perspective for Evolving Shared Mental Models
Helping behavior in effective teams is enabled by some overlapping "shared mental models" that are developed and maintained by members of the team. In this paper, we tak...
Kaivan Kamali, Xiaocong Fan, John Yen
AGENTS
2001
Springer
14 years 1 months ago
Hierarchical multi-agent reinforcement learning
In this paper, we investigate the use of hierarchical reinforcement learning (HRL) to speed up the acquisition of cooperative multi-agent tasks. We introduce a hierarchical multi-a...
Rajbala Makar, Sridhar Mahadevan, Mohammad Ghavamz...
ROBOCUP
1998
Springer
156views Robotics» more  ROBOCUP 1998»
14 years 23 days ago
Cooperative Behavior Acquisition in a Multiple Mobile Robot Environment by Co-evolution
Co-evolution has been receiving increased attention as a method for multi agent simultaneous learning. This paper discusses how multiple robots can emerge cooperative behaviors thr...
Eiji Uchibe, Masateru Nakamura, Minoru Asada
FLAIRS
2004
13 years 10 months ago
Cautious Cooperative Learning with Distributed Case-Based Reasoning
In this paper, we propose a cautious cooperative learning approach using distributed case-based reasoning. Our approach consists of two learning mechanisms: individual and coopera...
Leen-Kiat Soh