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linear Markov Decision Process

technology1 mentionslast seen Sep 24, 2026

A theoretical framework for reinforcement learning examined from a risk-sensitive perspective.

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risk-sensitive reinforcement learningdepends onlinear Markov Decision Process88% confidence1 source
risk-sensitive pessimistic value iterationdepends onlinear Markov Decision Process85% confidence1 source

linear Markov Decision Process

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risk-sensitive pessimistic value iterationdepends onlinear Markov Decision Process

85% confidence1 supporting mentions

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preprintarXivJul 10, 2024Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning
risk-sensitive pessimistic value iteration algorithm in the linear Markov Decision Process (MDP) setting