Evolution and AI

This repo is now work in progress

Materials for the lecture "Evolution and AI"

Papers

We are going to discuss on the papers below. To disucuss on these papers, I prepared the refactored code of these paprers in this repo. (For the papers without the reference code, I prepared my own impelemtation.)

Emergent Tool Use From Multi-Agent Autocurricula (by OpenAI)

paper / code

Learning to Predict Without Looking Ahead: World Models Without Forward Prediction (by Google Brain)

paper / code

Learning by the Dendritic Prediction of Somatic Spiking (Urbanczik and Senn)

paper / code

Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects (Rao and Ballard)

paper / code