Stochastic Dynamic Programming

This repository contains our semester coursework homework and term project for the subject Stochastic Dyanamic Programming

We studied Reinforcement Learning by Sutton and Barto and Quantecon Notes.

As part of the project, I have implemented RUST hypothesis of Optimal Policy when to change a bus Engine

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
Engine_change_Optimal_policy.ipynb		Engine_change_Optimal_policy.ipynb
Growth.ipynb		Growth.ipynb
HW2.4_soln.ipynb		HW2.4_soln.ipynb
HW2_2_Sequential_Hypothesis_testing.ipynb		HW2_2_Sequential_Hypothesis_testing.ipynb
HW2_Q1_Optimal_Production_Planning.ipynb		HW2_Q1_Optimal_Production_Planning.ipynb
HW2_Q4_LQ_optimal Policy.ipynb		HW2_Q4_LQ_optimal Policy.ipynb
HW3-Q1.ipynb		HW3-Q1.ipynb
HW3-Q2.ipynb		HW3-Q2.ipynb
HW3Prob2.ipynb		HW3Prob2.ipynb
HW3Prob3.ipynb		HW3Prob3.ipynb
HW3_Q3.ipynb		HW3_Q3.ipynb
Homework 4.ipynb		Homework 4.ipynb
Optimal_exploitation_of_renewable_resources.ipynb		Optimal_exploitation_of_renewable_resources.ipynb
README.md		README.md
stochastic_lifetime_consumption.ipynb		stochastic_lifetime_consumption.ipynb

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