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EWCBR
2006
Springer
15 years 11 months ago
Case-Based Support for Collaborative Business
This paper describes the development of the generic collaboration support architecture CAKE incorporating case-based reasoning (CBR). CAKE provides unified access to knowledge avai...
Ralph Bergmann, Andrea Freßmann, Kerstin Max...
IJCAI
2007
15 years 9 months ago
Bayesian Inverse Reinforcement Learning
Inverse Reinforcement Learning (IRL) is the problem of learning the reward function underlying a Markov Decision Process given the dynamics of the system and the behaviour of an e...
Deepak Ramachandran, Eyal Amir
ICMLA
2009
15 years 5 months ago
Multiagent Transfer Learning via Assignment-Based Decomposition
We describe a system that successfully transfers value function knowledge across multiple subdomains of realtime strategy games in the context of multiagent reinforcement learning....
Scott Proper, Prasad Tadepalli
KBSE
2008
IEEE
16 years 2 months ago
A Methodology and Framework for Creating Domain-Specific Development Infrastructures
Domain-specific architectures, middleware platforms, and analysis techniques leverage domain knowledge to help engineers build systems more effectively. An integrated set of these...
George Edwards, Nenad Medvidovic
SEKE
2001
Springer
16 years 4 days ago
Implementing the Experience Factory concepts as a set of Experience Bases
This talk takes the Experience Factory concept, which was originally developed as organizational support for software development and generalizes it to organizational support for ...
Victor R. Basili