natetsang/autonomous-energy-controller-RL

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natetsang/autonomous-energy-controller-RL

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Deep reinforcement learning for autonomous energy management

optimizing-PHEV-battery-use

Utilizing dynamic programming, I optimally schedule electric battery usage for a plug-in hybrid electric vehicle to minimize fuel consumption.

Jupyter Notebook

optimizing-power-dispatch

This project utilizes convex optimization for optimal dispatch of power systems using convex DistFlow equations and cvxpy.

Jupyter Notebook

open-rl

Implementations of a large collection of reinforcement learning algorithms.

airplane-wing-design

Utilizing ML as a hybrid approach to designing airplane wings.

Jupyter Notebook