conftrace_

stationary distribution

35 papers

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Co-occurring keywords

markov chain (207) reinforcement learning (4352) markov decision process (790) off-policy evaluation (144) mixing time (70) offline reinforcement learning (492) importance sampling (318) policy optimization (657) value function (295) function approximation (319)

Papers

GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values ICML 2020
Estimating the Mixing Time of Ergodic Markov Chains COLT 2019
Off-Policy Policy Gradient with Stationary Distribution Correction UAI 2019
DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections NIPS 2019
Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation NIPS 2018
Entropy Rate Estimation for Markov Chains with Large State Space NIPS 2018
Consistent On-Line Off-Policy Evaluation ICML 2017
Computing the Stationary Distribution Locally NIPS 2013
Learning Auto-regressive Models from Sequence and Non-sequence Data NIPS 2011
Stable Dual Dynamic Programming NIPS 2007