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AAAI
2000
15 years 3 months ago
Inter-Layer Learning Towards Emergent Cooperative Behavior
As applications for artificially intelligent agents increase in complexity we can no longer rely on clever heuristics and hand-tuned behaviors to develop their programming. Even t...
Shawn Arseneau, Wei Sun, Changpeng Zhao, Jeremy R....
AAAI
2000
15 years 3 months ago
Localizing Search in Reinforcement Learning
Reinforcement learning (RL) can be impractical for many high dimensional problems because of the computational cost of doing stochastic search in large state spaces. We propose a ...
Gregory Z. Grudic, Lyle H. Ungar
GECCO
2008
Springer
148views Optimization» more  GECCO 2008»
15 years 3 months ago
Supply chain management sales using XCSR
The Trading Agent Competition in its category Supply Chain Management (TAC SCM) is an international forum where teams construct agents that control a computer assembly company in ...
María A. Franco, Ivette C. Martínez,...
ATAL
2010
Springer
15 years 2 months ago
PAC-MDP learning with knowledge-based admissible models
PAC-MDP algorithms approach the exploration-exploitation problem of reinforcement learning agents in an effective way which guarantees that with high probability, the algorithm pe...
Marek Grzes, Daniel Kudenko
JUCS
2008
129views more  JUCS 2008»
15 years 2 months ago
Easing the Smart Home: Semi-automatic Adaptation in Perceptive Environments
: This paper analyses the requirements of automation and adaptation in the so called perceptive environments. These environments are places with the ability of perceiving the conte...
Manuel García-Herranz, Pablo A. Haya, Abrah...