Huizhen Yu | DeepAI

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Richard S. Sutton
47 publications
Dimitri Bertsekas
14 publications
Sina Ghiassian
13 publications
Banafsheh Rafiee
6 publications

research

∙ 05/18/2018

Two geometric input transformation methods for fast online reinforcement learning with neural nets

We apply neural nets with ReLU gates in online reinforcement learning. O...

0 Sina Ghiassian, et al. ∙

research

∙ 12/27/2017

On Convergence of some Gradient-based Temporal-Differences Algorithms for Off-Policy Learning

We consider off-policy temporal-difference (TD) learning methods for pol...

0 Huizhen Yu, et al. ∙

research

∙ 07/11/2012

Discretized Approximations for POMDP with Average Cost

In this paper, we propose a new lower approximation scheme for POMDP wit...

0 Huizhen Yu, et al. ∙

research

∙ 07/04/2012

A Function Approximation Approach to Estimation of Policy Gradient for POMDP with Structured Policies

We consider the estimation of the policy gradient in partially observabl...

0 Huizhen Yu, et al. ∙