Shayon

Projects

Random Walk Simulation

Project Specifics
- - Name
  - Simulation using Reinforcement Learning
- - Academic Year
  - M.S. - 1st Year
- - Date
  - January 2018 - Present
- - Status
  - Ongoing
- - Github Link
  - Will Be Updated in March 2018
- - Technicalities:-
  - Reinforcement Learning; Modelling random walk; visualizing with OpenGL

Project Description

Ongoing Research. Details will be updated after completion.
- Working with Dr. Orit Peleg in her lab PelegLab (https://www.peleglab.com/). I am working on her Project “Optimal intermittent reorientation”.
- Using Reinforcement Learning to learn from a biological agent and increase automatic vehicular navigation accuracy.
- Data is being extracted from 20 hours worth of video.
- This data will be used to train a neural netowrk.
- The Neural Network and Reinforcement Learning models will be compared.

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