Reinforcement Learning (RL) for Control: MDP, Policy, Value

Updated 18 May 2026

Contents & prerequisites

Prerequisites

PID in PLC/DCS: Velocity Form, Sample Time Selection

Article in preparation

Reinforcement Learning (RL) for Control: MDP, Policy, Value

Learning

PreviousRL for Motor Drive: Reward Function, Sim-to-Real Transfer NextSafe RL: Constrained Policy Optimization (CPO), CMDP

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