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Korneel Van den Berghe's Projects

a2perf icon a2perf

A2Perf is a benchmark for evaluating agents on sequential decision problems that are relevant to the real world. This repository contains code for running and evaluating participant's submissions on the benchmark platform.

cs249r_book icon cs249r_book

Collaborative book for CS249r: Tiny Machine Learning

ics-pa-sv icon ics-pa-sv

Practical assignments for course Intelligent Control Systems (RO47019) at 3mE, TU-Delft. Version for students.

pop-spiking-deep-rl icon pop-spiking-deep-rl

DRL with population coded spiking neural network for optimal and energy-efficient continuous control.

pytorch-a3c icon pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

spiking_notebook icon spiking_notebook

Python notebook with explanation of and exercises with some basic concepts on spiking neural networks and their training.

tinysnn_c icon tinysnn_c

TinySNN lets you build tiny spiking neural networks in C.

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