Search Results for author: Marcos Quiñones-Grueiro

Found 2 papers, 0 papers with code

Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning

no code implementations10 Aug 2020 Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas

We propose a novel adaptive reinforcement learning control approach for fault tolerant control of degrading systems that is not preceded by a fault detection and diagnosis step.

Fault Detection reinforcement-learning +1

A Relearning Approach to Reinforcement Learning for Control of Smart Buildings

no code implementations4 Aug 2020 Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas

We demonstrate this approach for a data-driven 'smart building environment' that we use as a test-bed for developing HVAC controllers for reducing energy consumption of large buildings on our university campus.

reinforcement-learning Reinforcement Learning (RL)

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