A library for property-based policy evaluation
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Updated
May 17, 2018 - PHP
A library for property-based policy evaluation
Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: Foundations of Intelligent and Learning Agents (Autumn 2017) at IIT Bombay
This includes sample reinfrocement learning algorithms .Currently working on an approach to use RL for more comlex navigation issues
Emergent unsupervised policy generation from thermodynamics
Exploring RL ideas for deep neural network hyper-parameter search
Reinforcement Learning Notebooks
Algorithms for Policy Evaluation, Estimation of Action Values, Policy Improvement, Policy Iteration, Truncated Policy Evaluation, Truncated Policy Iteration, Value Iteration . From Udacity's Deep Reinforcement Learning Nanodegree program.
Policy Evaluation and Policy Control for modified Blackjack: Assignment 1, COL870 (Reinforcement Learning) @ IIT Delhi
Fourth assignment for Machine Learning course @USI19/20.
Assessing the evidence for the 2005 BCG policy change in England
A reinforcement learning project for crowd-dynamics in a very narrow corridor
Evaluation of post-lockdown policies using social contacts and risk of professional exposure.
Code for some fun exercises in the textbook 'Reinforcement Learning - An Introduction'
Tabular methods for reinforcement learning
Exploratory Data Analysis and GLM modelling using the European Union Social Survey dataset (ESS). Aim: Can we predict voter preferences using logistic regression?
Projects and presentations for master's courses at Universitat de Barcelona, School of Economics
This project involves training the game "Misere Tic Tac Toe" to the computer using Robust and Efficient Reinforcement Learning Techniques
Offline evaluation of multi-armed bandit algorithms
Machine Learning for Economists
Approaching OPE as a regression problem using meta-learning.
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