PimLb / olfactory-navigation

A repository for everything olfactory navigation related.
https://pimlb.github.io/olfactory-navigation/
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olfactory-navigation pomdp q-learning reinforcement-learning

Olfactory Navigation Framework

Olfactory cues in turbulent air

This site contains the repository for the olfactory-navigation framework.

This project consists in a framework that allows one to define an olfactory environment and agents to navigate this environment in order to try and find the source of an odor using exclusively its sense of smell.

We can imagine for instance a dog attempting to find a treat in a field where the wind carries the odor towards him.

The framework aims to allow a user to create agents using different techniques and evaluate its performance (computational and technical) during simulations on olfactory environments.

Documentation

https://pimlb.github.io/olfactory-navigation/