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» Adapting Populations of Agents
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ICMAS
1998
15 years 7 months ago
Determining Successful Negotiation Strategies: An Evolutionary Approach
To be successful in open, multi-agent environments, autonomous agents must be capable of adapting their negotiation strategies and tactics to their prevailing circumstances. To th...
Noyda Matos, Carles Sierra, Nicholas R. Jennings
AAAI
1994
15 years 7 months ago
Associative Memory in an Immune-Based System
The immune system offers to be a rich source of metaphors to guide the exploration of the notion of an adaptive system. We might define a class of systems which are inspired by, b...
C. J. Gibert, Tom Routen
AAAI
2010
15 years 7 months ago
Task Space Behavior Learning for Humanoid Robots using Gaussian Mixture Models
In this paper a system was developed for robot behavior acquisition using kinesthetic demonstrations. It enables a humanoid robot to imitate constrained reaching gestures directed...
Kaushik Subramanian
IAT
2008
IEEE
15 years 6 months ago
Scaling Up Multi-agent Reinforcement Learning in Complex Domains
TD-FALCON (Temporal Difference - Fusion Architecture for Learning, COgnition, and Navigation) is a class of self-organizing neural networks that incorporates Temporal Difference (...
Dan Xiao, Ah-Hwee Tan
AAMAS
2010
Springer
15 years 6 months ago
What the 2007 TAC Market Design Game tells us about effective auction mechanisms
This paper analyzes the entrants to the 2007 TAC Market Design Game. We present a classification of the entries to the competition, and use this classification to compare these ent...
Jinzhong Niu, Kai Cai, Simon Parsons, Peter McBurn...