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Sandy Tanwisuth's Projects

practicals-2019 icon practicals-2019

Practical notebooks for Khipu 2019, held in Universidad de la República in Montevideo.

precourse icon precourse

A repo for the pre-course work at home exercises

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

pyale icon pyale

Python Code for Arcade Learning Environment

pycolab icon pycolab

A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

pyprobml icon pyprobml

Python code for "Machine learning: a probabilistic perspective"

pysc2 icon pysc2

StarCraft II Learning Environment

pysyft icon pysyft

data science on data without acquiring a copy

rebel icon rebel

An algorithm that generalizes the paradigm of self-play reinforcement learning and search to imperfect-information games.

resume icon resume

Simple one-page software engineer resume template in LaTeX

shapley-q-learning icon shapley-q-learning

This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

swirl_courses icon swirl_courses

:mortar_board: A collection of interactive courses for the swirl R package.

syllabus icon syllabus

Synchronized Curriculum Learning for RL Agents

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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