[Tweets]

18/10/2021 10:24pm
RT @petitegeek: “If we could understand what information the predictive models were using, we could ask for feedback that improved our whol…
16/10/2021 6:43am
This week ends with a finished design for a prototype electric car website. What do you think? Would you buy the ca… [LINK]
05/10/2021 4:14am
RT @vitotrianni: Two PhD positions in collaboration between @cnr_istc and @SapienzaRoma will open soon. The research focuses on #robotics a…
04/10/2021 9:14am
A new office pet has arrived :) [LINK]
01/10/2021 10:46pm
Just published: A new case study about a website that I made for my research project about robot swarms.… [LINK]

[My First Journal Publication]

Multi-agent systems Robots Neural networks Added on 06/09/2012

After working on it for quite a long time, my paper titled Ultrastable Neuroendocrine Robot Controller was finally accepted for publication in Adaptive Behaviour. It is now available on OnlineFirst.

I put together one of my Masters courseworks and my Masters dissertation and have done some extra work over the last year or so. The paper describes a neural network controller modulated by hormones where behaviour of both neurons and hormone-producing glands is ultrastable, meaning that the parts self-reconfigure in order to achieve low activation. I show that this type of mechanism allows for both behaviour self-organisation and adaptation to perturbations during tasks like obstacle avoidance, action selection and targeted navigation.

Based on the journal terms and conditions, I will be able to put the paper on my web site next year. For now, I will post updates on Twitter regarding when it should be published.



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Ultrastable Neuroendocrine Robot is born

 I have finally put a beginning of an artificial brain to my Ultrastable Neuroendocrine Robot - UNER... my lego robot can now measure inputs from its 3 front proximity sensors and individual cells in its brain get activated when it sees something

To Vote or Not To Vote: A Swarm Approach

 I’ve never voted. I am not sure why, I perhaps don't care enough. People always tell me: 'Imagine everybody would decide not to vote! You have to vote because every small opinion counts towards the final results'. I've never agreed with it, although I couldn't express why...

Ultrastable Neuroendocrine Robot Controller

 Attributes of ultrastability as an adaption mechanism in a hormone-modulated neural robot controller were investigated in a simulation. Action-selection based on hormone-driven utilities of memory items was used to alternate between mineral gathering and recharging.

Adaptive Robot Controller

 A robot neural controller where obstacle-avoidance and random-walk neurons observe level of their irritation and randomly reconfigure their connections to motors when the irritation reaches a specified threshold is presented and tested.

pyCreeper

 The main purpose of pyCreeper is to wrap tens of lines of python code, required to produce graphs that look good for a publication, into functions. It takes away your need to understand various quirks of matplotlib and gives you back ready-to-use and well-documented code.

Novelty detection with robots using the Grow-When-Required Neural Network

 The Grow-When-Required Neural Network implementation in simulated robot experiments using the ARGoS robot simulator.