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Sergei Volodin's Projects

caqm icon caqm

CAQM: Convexity Analysis of Quadratic Maps arXiv:1810.00896

causality-disentanglement-rl icon causality-disentanglement-rl

Simple world models lead to good abstractions, Google Research internship 2020/master thesis at EPFL LCN 2021 ⬛◼️▪️🔦

checker icon checker

Solution checker for ACM-like competitions

cv icon cv

Resume/Curriculum Vitae

deephack.rl icon deephack.rl

Playing ATARI games using a convolutional autoencoder and an evolutionary algorithm. Team name: bad_skiers_evolved (DeepHack.RL)

diff icon diff

Symbolic automatic differentiation/integration with custom rules and simplifications from scratch in C++

epfl-labs icon epfl-labs

Visualizing EPFL papers by lab via tag clouds to choose the right one

gin_tune icon gin_tune

Integration between gin-config and ray tune

glwhyinvisible icon glwhyinvisible

OpenGL+Perspective Projection demo allowing to find out why is your model invisible now

impact icon impact

OpenGL playground with simple physics simulation

inf icon inf

MIPT, olympiads & other stuff

mountaincarrl icon mountaincarrl

Mountain Car environment solution for the CS-434 course at EPFL

navigableevolution icon navigableevolution

Own simulation for the paper "The evolution of navigable small-world networks", Oskar Sandberg, Ian Clarke, 2006

optmlproject icon optmlproject

Comparing minima sharpness for Frank-Wolfe, SGD and Adam on small nets using TF

pccbio icon pccbio

Probabilistic Classifier Chains Algorithm for nuclear receptors' activity prediction

repo_transfer icon repo_transfer

Copying a repo tree from one machine to another without copying the data

safecontinuousstaterl icon safecontinuousstaterl

Comparing different methods (CPO, Lyapunov, own sPPO) for safe continuous-state RL as part of EE-618 course at EPFL

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