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