AGI DL RL EA GP

AGI books notes.md

Cognitive Dynamic system (self organisation)

[12] E. Thelen and L. B. Smith, A Dynamic Systems Approach to the Development of Cognition and Action, ser. Bradford Books Series in Cognitive Psychology. Cambridge, MA: MIT Press, 1994.

• more about development of humans
• pigaet theory (and reasons against it)

[13] J. A. S. Kelso, Dynamic Patterns – The Self-Organization of Brain and Behaviour, 3rd ed. Cambridge, MA: MIT Press, 1995.

A. Karmiloff-Smith, Beyond Modularity: A Developmental Perspective on Cognitive Science. Cambridge, MA: MIT Press, 1992.

“Precis of beyond modularity: A developmental perspective on cognitive science,” Behavioral and Brain Sciences, vol. 17, no. 4, pp. 693–745, 1994.

books.md

AI

Clever algorithms

old classic https://archive.org/details/principleslogic00joycuoft

Essentials of Metaheuristics

Logic for computer science

Planning algorithms

Automated Planning and Acting

Pattern Recognition and Machine Learning (not free) More statistical ML

Propabilistic Programming

Natural Image Statistics - A probabilistic approach to early computational vision

wikibooks - Machine Learning - The Complete Guide

meta

Deep Learning reading list

Machine learning ebooks

UFLDL Recommended Readings

DL/NN

NN	DL	link	comments
y	?	training Recurrent Neural Networks	(thesis)
?	y	Deep learning book
y	y	Neural Networks and Deep Learning
?	y	Deep Learning: Methods and Applications

http://www.cs.toronto.edu/~graves/preprint.pdf ?

HTM

Biological and Machine Intelligence

HTM Cortical Learning Algorithms

AGI

https://cis.temple.edu/~pwang/AGI-Curriculum.html

http://linas.org/agi.html (not a book)

http://wiki.opencog.org/wikihome/index.php/Real_World_Reasoning

Wikibooks - AGI

JKJ

https://github.com/Cybernetic1/AGI-16/raw/master/agi17.pdf

https://github.com/Cybernetic1/genifer5/blob/master/genifer5.3-en.pdf

http://genifer.googlecode.com/files/AGI-book-(7Jan2012).pdf

https://code.google.com/archive/p/genifer/downloads

OpenCOG

PLN book

The hidden pattern

Engineering general intelligence

Wild Computing 1997

From Complexity to Creativity 1997

Chaotic Logic 1994

The Evolving Mind 1993

The Structure of Intelligence 1993

RL

https://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html

Reinforcement learning: A survey (not a book but a paper)

Cognitive Science

Cognitive Science: An Introduction to the Study of Mind (not free, no idea how good)

other

https://bengoertzel.substack.com/p/sketch-of-an-agi-curriculum