Mikita Sazanovich's repositories
niksaz.github.io
Codebase for my personal website
dota2-expert-demo
Dota 2 bot that is trained by Deep RL with expert demonstrations
disentangled-hifi-synthesis
Project for generation of high resolution high fidelity images with a representations which are disentangled, i.e. interpretable.
semantic-code-search
CodeSearchNet Challenge
self-driving-cars
Self-driving cars course, 2020
aido1
Code for the AI-DO 1 competition.
MLBD
Materials for "Machine Learning on Big Data" course
randomized-duckietown
Modified version of https://github.com/duckietown/gym-duckietown. It allows for data generation with domain randomization.
reinforcement-learning-intro
Classic RL algorithms
dem-replay-translator
Parsing the .dem Dota 2 replays into RL demonstrations. Learning is done in https://github.com/niksaz/dota2-expert-demo
deep-learning-2018
Repo for deep learning course assignments.
gym-duckietown
Tweaked https://github.com/duckietown/gym-duckietown for the AIDO-1
dota2-replay-recorder
Dota 2 bot that records your actions in the game.
hse-machine-learning-II
Coursework on advanced ML techniques: ERank, feature importance
spbau-software-design
Software design course, Spring 2018
context-helper-backend
Backend for research on ContextHelper
hpcourse
Repository to store student's practical works on high performance computing course
kotlin-course
Alternative JVM languages course, Fall 2017
spbau-formal-languages
Formal languages course, Fall 2017