Research output per year
Research output per year
Personal profile
Biography
Muhammad is a PhD student in the field of reinforcement learning. He is conducting his research at the Centre for Computational Science and Mathematical Modelling at Coventry University.
Muhammad received his bachelors degree in Mechanical Engineering at National University of Sciences and Technology (NUST) in Pakistan. His Research interests are in Reinforcement Learning, Monte Carlo Tree Search and Deep Learning.
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Learning from less: SINDy Surrogates in RL
Dixit, A., Khan, M. I., Ahmed, F. & Brusey, J., 26 Apr 2025.Research output: Contribution to conference › Paper › peer-review
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Deadline-Aware, Energy-Efficient Control of Domestic Immersion Hot Water Heater
Khan, M. I., Pradeep, B. & Brusey, J., 27 Jan 2026.Research output: Contribution to conference › Paper › peer-review
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PhD Forum Abstract: Hybrid MCTS for Heat Pump Control
Khan, M. I., 19 Nov 2025, BUILDSYS '25: Proceedings of the 12th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. ACM, p. 342-343 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
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