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  • šŸ‘‹ Hi, Iā€™m @AvisekNaug
  • šŸ‘€ Iā€™m interested in building practical machine learning approaches for real systems
  • šŸ“« You can reach me at [email protected]

aviseknaug's Projects

5zonetestbedcontrol icon 5zonetestbedcontrol

This repository will be used to develop and contain all the code needed for the control of the 5 Zone Test Bed.

ahu_hybrid_control icon ahu_hybrid_control

Running the hybrid AHU1 approach using the Open AI forked Stable Baselines Algos

aima-python icon aima-python

Implementation of algorithms from AIMA (Artificial Intelligence: A Modern Approach) in Python

buildings_library_dev icon buildings_library_dev

Modifying the base buildings library from LBNL to create a 5 zone control strategy using Reinforcement Learning. The interfacing is done by including RealInputs and RealOutputs to modify the simulation at every time step. The developer intends to use this in conjunction with Stable Baselines by interfacing throguh ModelicaGym

buildingsrl icon buildingsrl

Complete relearning RL implementation in stable baselines

darknet icon darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

dreamer icon dreamer

Dream to Control: Learning Behaviors by Latent Imagination

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