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» Learning Complementary Multiagent Behaviors: A Case Study
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ML
1998
ACM
117views Machine Learning» more  ML 1998»
13 years 4 months ago
Learning Team Strategies: Soccer Case Studies
We use simulated soccer to study multiagent learning. Each team's players (agents) share action set and policy, but may behave di erently due to position-dependent inputs. All...
Rafal Salustowicz, Marco Wiering, Jürgen Schm...
FLAIRS
2003
13 years 6 months ago
Distributed Knowledge Representation in Neural-Symbolic Learning Systems: A Case Study
Neural-symbolic integration concerns the integration of symbolic and connectionist systems. Distributed knowledge representation is traditionally seen under a purely symbolic pers...
Artur S. d'Avila Garcez, Luís C. Lamb, Krys...
WCRE
1999
IEEE
13 years 9 months ago
A Formal Approach for Reverse Engineering: A Case Study
As a program evolves, it becomes increasingly difficult to understand and reason about changes in the source code. Eventually, if enough changes are made, reverse engineering and ...
Gerald C. Gannod, Betty H. C. Cheng
EWCBR
2006
Springer
13 years 8 months ago
Multi-agent Case-Based Reasoning for Cooperative Reinforcement Learners
Abstract. In both research fields, Case-Based Reasoning and Reinforcement Learning, the system under consideration gains its expertise from experience. Utilizing this fundamental c...
Thomas Gabel, Martin Riedmiller
CEEMAS
2005
Springer
13 years 10 months ago
Case-Based Student Modeling in Multi-agent Learning Environment
Abstract. The student modeling (SM) is a core component in the development of Intelligent Learning Environments (ILEs). In this paper we describe how a Multi-agent Intelligent Lear...
Carolina González, Juan C. Burguillo-Rial, ...