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cerkovni's Projects

ai-safety-gridworlds icon ai-safety-gridworlds

This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.

bsuite icon bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

dreamer icon dreamer

Dream to Control: Learning Behaviors by Latent Imagination

episodic-backward-update icon episodic-backward-update

Implementation of "Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update", NeurIPS 2019.

flask-ldapconn icon flask-ldapconn

Flask extension providing python-ldap3 connection and ORM for accessing LDAP servers.

gmmreg icon gmmreg

Implementations of the robust point set registration algorithm described in the paper "Robust Point Set Registration Using Gaussian Mixture Models", Bing Jian and Baba C. Vemuri, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8), pp. 1633-1645.

lab icon lab

A customisable 3D platform for agent-based AI research

ray icon ray

A system for parallel and distributed Python that unifies the ML ecosystem.

runanalysis icon runanalysis

repo for course project for getting and cleaning data

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