Andrei Kvasov's repositories
kdd_project_2018
Team 20 KDD course project 2018 "Fine-Tuning strategy for classification based on transfer & active learning"
CyberBattleSim_Web
Version of CyberBattleSim https://github.com/microsoft/CyberBattleSim with extended funcitonality for training RL agents attacks on web applications
maml_rl
Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
ai-deadlines
:alarm_clock: AI conference deadline countdowns
CyberBattleSim
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
drl_berkley_course
Lecture notes & Assignments of the CS294-112 course on Deep Reinforcement Learning in UC Berkley
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
gym
A toolkit for developing and comparing reinforcement learning algorithms.
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.
MA-AIRL
Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.
MAGAIL
Pytorch implementation of Multi-Agent Generative Adversarial Imitation Learning
maml
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
multiagent-gail_wsjeon
multiagent-gail working with multiagent-particle-env-v2 (which was modified by magail authors)
ngsim_env
Learning human driver models from NGSIM data with imitation learning.
olympics2021
Updated with World Bank Data Olympics dataset and NEW PCP coordinates plot notebook
papers
Research papers outline and analysis
polygon-pascalvoc-writer
For generating Pascal VOC XML image annotation files. Supports polygon & bounding-boxes.
Practical_RL
A course in reinforcement learning in the wild
ROMA
Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)
tensorboard
TensorFlow's Visualization Toolkit