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03/07/2018
Aspiration-based Perturbed Learning Automata
This paper introduces a novel payoff-based learning scheme for distribut...
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03/01/2018
Learning-based Dynamic Pinning of Parallelized Applications in Many-Core Systems
This paper introduces a reinforcement-learning based resource allocation...
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09/18/2017
Stochastic Stability of Perturbed Learning Automata in Positive-Utility Games
This paper considers a class of reinforcement-based learning (namely, pe...
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09/18/2017
Stochastic Stability of Reinforcement Learning in Positive-Utility Games
This paper considers a class of discrete-time reinforcement-learning dyn...
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07/27/2017