RE: https://zpravobot.news/@Rainmaker1973/116232051144394966

Great #video about #learningbehavior in #hymenopterans, so it's about clever insects. #Intelligence isn't limited to specific animal groups. The kind of intelligence that provides an #evolutionaryadvantage can occur in a wide variety of taxa, for example, in #bumblebees. Using a species of the genus #Bombus (apparently B. hypnorum), the video illustrates the speed of learning in the #queen, who #learns to operate an artificial, flap-like #closure at her #nestentrance.
© this text #StefanFWirth

'Generalization on the Unseen, Logic Reasoning and Degree Curriculum', by Emmanuel Abbe, Samy Bengio, Aryo Lotfi, Kevin Rizk.

http://jmlr.org/papers/v25/24-0220.html

#sparse #learns #generalization

'Value-Distributional Model-Based Reinforcement Learning', by Carlos E. Luis, Alessandro G. Bottero, Julia Vinogradska, Felix Berkenkamp, Jan Peters.

http://jmlr.org/papers/v25/23-0913.html

#reinforcement #quantile #learns

While the intent may be genuine #kindness, trying to give #advice to someone who is not looking for it rarely goes over well.

In most cases, it’s better to let people try it their way, then ask for advice later.

1️⃣ The person #learns more naturally.

2️⃣ The advice you do give is more meaningful and well received.

'Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics', by Noga Mudrik, Yenho Chen, Eva Yezerets, Christopher J. Rozell, Adam S. Charles.

http://jmlr.org/papers/v25/23-0777.html

#dynamical #dynamics #learns

Representations and Computations in Transformers that Support Generalization on Structured Tasks

Yuxuan Li, James McClelland

Action editor: Stefan Lee.

https://openreview.net/forum?id=oFC2LAqS6Z

#attention #learns #representations

When Less is More: Simplifying Inputs Aids Neural Network Understanding

https://openreview.net/forum?id=uNU8m7DWPM

#simplicity #distractors #learns