Repository for the course project done as part of CS-747 (Foundations of Intelligent & Learning Agents) course at IIT Bombay in Autumn 2022.
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Updated
Oct 14, 2022 - Python
Repository for the course project done as part of CS-747 (Foundations of Intelligent & Learning Agents) course at IIT Bombay in Autumn 2022.
Iterative Policy Evaluation for the world of linear-equation-solving proofs. Given a policy for how to solve a linear equation, we find the corresponding value function--that is, the function that assigns values to each state.
Genetic policy optimiser for specific environments using cellular automata
A Python-based repository with implementations of RL algorithms, featuring visualization tools and benchmarks
Code for some fun exercises in the textbook 'Reinforcement Learning - An Introduction'
Policy evaluation in the total discounted reward setting in RL.
A repository to store a copy of a research paper for an Economics Senior Thesis.
Evaluation of post-lockdown policies using social contacts and risk of professional exposure.
The primary objective of the project is to assess the effectiveness of opioid drug regulations in three U.S. states.
Effective Programming Practice with Python: Replication of González, Libertad (2013)
Difference-in-Differences to identify the causal effect of NPIs during Covid-19: evidence from Denmark and Sweden
Various reinforcement learning algorithms implemented on the frozen lake grid world.
Applying AlphaZero Self-Play Tactics to LLaMA for Enhanced Chatbot Interaction
Projects and presentations for master's courses at Universitat de Barcelona, School of Economics
Dynamic Programming for Finite Markov Decision Processes
This project is dealing with the single track road problem and propose a novel method to train a rl agent which relies on an inaccurate human model.
This repository contains Stata replication code for the research project 'Composite Classes, Class Size and Human Capital Accumulation'. More details on the project here: https://fraserofallander.org/publications/composite-classes-class-size-and-human-capital-accumulation/
Fourth assignment for Machine Learning course @USI19/20.
Codes for Change-in-change Asymptotics project
Assessing the evidence for the 2005 BCG policy change in England
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