Search Results for author: Eric Laber

Found 3 papers, 0 papers with code

Convergence Rates of Posterior Distributions in Markov Decision Process

no code implementations22 Jul 2019 Zhen Li, Eric Laber

In this paper, we show the convergence rates of posterior distributions of the model dynamics in a MDP for both episodic and continuous tasks.

Thompson Sampling

Parameterized Exploration

no code implementations13 Jul 2019 Jesse Clifton, Lili Wu, Eric Laber

We introduce Parameterized Exploration (PE), a simple family of methods for model-based tuning of the exploration schedule in sequential decision problems.

Multi-Armed Bandits

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