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Peter Graf

Three Pathways to Neurosymbolic Reinforcement Learning with Interpretable Model and Policy Networks

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Feb 07, 2024
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BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting

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Jun 30, 2023
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A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters

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Nov 08, 2021
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Decentralized Cooperative Lane Changing at Freeway Weaving Areas Using Multi-Agent Deep Reinforcement Learning

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Oct 05, 2021
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A Modular and Transferable Reinforcement Learning Framework for the Fleet Rebalancing Problem

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May 27, 2021
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K-spin Hamiltonian for quantum-resolvable Markov decision processes

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Apr 13, 2020
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Learning-Accelerated ADMM for Distributed Optimal Power Flow

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Nov 08, 2019
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