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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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1 result for “power-to-heat”

Reinforcement Learning Methods for the Stochastic Optimal Control of an Industrial Power-to-Heat Systemmath.OC

This paper optimizes a power-to-heat system using reinforcement learning for cost minimization under uncertain conditions.

problem Optimizing a power-to-heat system with fluctuating renewable energy sources.

method Stochastic optimal control, reinforcement learning (Q-learning).

result Reinforcement learning provides an efficient solution to the optimization problem.

reinforcement learning optimal control power-to-heat renewable energy uncertainty

2024-11-04abs ↗pdf ↗