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Andrei Kvasov's Projects

bm3il icon bm3il

Bayesian Multi-type Mean Field Multi-agent Imitation Learning

cyberbattlesim icon cyberbattlesim

An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.

cyberbattlesim_web icon cyberbattlesim_web

Version of CyberBattleSim https://github.com/microsoft/CyberBattleSim with extended funcitonality for training RL agents attacks on web applications

drl_berkley_course icon drl_berkley_course

Lecture notes & Assignments of the CS294-112 course on Deep Reinforcement Learning in UC Berkley

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

howtotrainyourmamlpytorch icon howtotrainyourmamlpytorch

The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.

kdd_project_2018 icon kdd_project_2018

Team 20 KDD course project 2018 "Fine-Tuning strategy for classification based on transfer & active learning"

ma-airl icon ma-airl

Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.

magail icon magail

Pytorch implementation of Multi-Agent Generative Adversarial Imitation Learning

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

maml_rl icon maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

minos icon minos

MINOS: Multimodal Indoor Simulator

ngsim_env icon ngsim_env

Learning human driver models from NGSIM data with imitation learning.

olympics2021 icon olympics2021

Updated with World Bank Data Olympics dataset and NEW PCP coordinates plot notebook

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