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markov reward process

9 papers

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Also known as

MRP

Co-occurring keywords · papers mentioning both

temporal difference learning (4) markov decision process (3) policy evaluation (3) convergence analysis (2) loop estimator (1) regenerative structure (1) discounted reinforcement learning (1) monte carlo policy evaluation (1) mdp decomposition (1) value at risk (1)

Papers

An MRP Formulation for Supervised Learning: Generalized Temporal Difference Learning Models (Abstract Reprint) AAAI 2026 A finite-sample analysis of multi-step temporal difference estimates L4DC 2023 A Tale of Sampling and Estimation in Discounted Reinforcement Learning AISTATS 2023 A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning NeurIPS 2022 Loop Estimator for Discounted Values in Markov Reward Processes AAAI 2021 State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019 Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning ICML 2018 The Predictron: End-To-End Learning and Planning ICML 2017 A Stochastic Model for Computer-Aided Human-Human Dialogue Interspeech 2016