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johannes-fischer's Projects

control_systems_lecture_content icon control_systems_lecture_content

Julia notebooks for the lectures 'Grundlagen der Mess- und Regelungstechnik', 'Measurement and Control Systems', and 'Regelungstechnik und Systemdynamik'

corridor icon corridor

Corridor library for traffic scene description. Developed as an extension to the lanelet2 library but can potentially be used with any other map format.

drone-dataset-tools icon drone-dataset-tools

The goal of this repo is to make the drone datasets as easy to use as possible. For this purpose we provide source code in Python, which allows the import and visualization of the datasets.

highway-env icon highway-env

A minimalist environment for decision-making in autonomous driving

icml2020_ipft icon icml2020_ipft

Code for the ICML 2020 publication "Information Particle Filter Tree: An Online Algorithm for POMDPs with Belief-Based Rewards on Continuous Domains"

mcts.jl icon mcts.jl

Monte Carlo Tree Search for Markov decision processes using the POMDPs.jl framework

nnlib.jl icon nnlib.jl

Neural Network primitives with multiple backends

particlefilters.jl icon particlefilters.jl

Simple particle filter implementation in Julia - works with POMDPs.jl models or others.

pomdps.jl icon pomdps.jl

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating discrete and continuous, fully and partially observable Markov decision processes.

wandb.jl icon wandb.jl

Unofficial Julia bindings for logging experiments to wandb.ai

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