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ICCCI
2011
Springer
12 years 8 months ago
Evolving Equilibrium Policies for a Multiagent Reinforcement Learning Problem with State Attractors
Multiagent reinforcement learning problems are especially difficult because of their dynamism and the size of joint state space. In this paper a new benchmark problem is proposed, ...
Florin Leon
IDEAL
2009
Springer
14 years 3 months ago
A Multi-agent System to Learn from Oceanic Satellite Image Data
This paper presents a multiagent architecture constructed for learning from the interaction between the atmosphere and the ocean. The ocean surface and the atmosphere exchange carb...
Rosa Cano, Angélica González, Juan F...
IJCAI
2003
13 years 10 months ago
Imitation Learning of Team-play in Multiagent System based on Hidden Markov Modeling
This paper addresses agents' intentions as building blocks of imitation learning that abstract local situations of the agent, and proposes a hierarchical hidden Markov model ...
Itsuki Noda
LWA
2008
13 years 10 months ago
Computational Intelligence for Communication and Cooperation Guidance in Adaptive E-Learning Systems
Adaptivity has become a prominent research topic during the past decades. There is a variety of application areas where adaptation can add benefit to systems, reaching from shoppi...
Mirjam Köck
CAISE
2006
Springer
14 years 24 days ago
Community based Ubiquitous System Development in Multi-agent Environment
Ubiquitous system can be considered as the intelligent space, in which many kinds of component are connected by networks and also each component recognizes their connection and coo...
Youna Jung, Jungtae Lee, Minkoo Kim