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» Near-Optimal Search in Continuous Domains
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AAAI
2007
13 years 7 months ago
Near-Optimal Search in Continuous Domains
Samuel Ieong, Nicolas S. Lambert, Yoav Shoham, Ron...
ICML
2004
IEEE
14 years 5 months ago
Learning to fly by combining reinforcement learning with behavioural cloning
Reinforcement learning deals with learning optimal or near optimal policies while interacting with the environment. Application domains with many continuous variables are difficul...
Eduardo F. Morales, Claude Sammut
GECCO
2010
Springer
169views Optimization» more  GECCO 2010»
13 years 6 months ago
Stochastic local search in continuous domains: questions to be answered when designing a novel algorithm
Several population-based methods (with origins in the world of evolutionary strategies and estimation-of-distribution algorithms) for black-box optimization in continuous domains ...
Petr Posik
GECCO
2007
Springer
158views Optimization» more  GECCO 2007»
13 years 11 months ago
Continuous lunches are free!
This paper investigates extensions of No Free Lunch (NFL) theorems to countably infinite and uncountable infinite domains. The original NFL due to Wolpert and Macready states th...
Anne Auger, Olivier Teytaud
AAAI
2008
13 years 7 months ago
Towards Faster Planning with Continuous Resources in Stochastic Domains
Agents often have to construct plans that obey resource limits for continuous resources whose consumption can only be characterized by probability distributions. While Markov Deci...
Janusz Marecki, Milind Tambe