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Research - AI Links

Adaptive Behavior Reinforcement Learning Machine learning Neural Networks AI in general AI conferences AI software

Robotics Links Evolution Links

AI Links

• Survey of AI

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Adaptive Behavior

• Survey of Action Selection.

• ISAB (and here and here)
  • Adaptive Behavior
• AISB

Models/Architectures of Mind

• Marvin Minsky
  • The Society of Mind
  • Conscious Machines
  • The Emotion Machine
    • part 1
    • part 2
    • part 3
    • part 4
    • part 5
    • part 6

• Daniel C. Dennett
  • his papers (and here)
  • Review of Consciousness Explained

• Stan Franklin
  • Artificial Minds
  • The Action Selection Paradigm
  • A Taxonomy for Autonomous Agents
  • references

• William H. Calvin
• Changing the Centralized Mind by Mitchel Resnick

• Society of Mind in popular culture:
  • Herman's Head
  • The Numskulls

Animal Behaviour

• animal behavior / ethology

Symbol-grounding, the Origin of Representation and primitive language

• Symbol grounding
• Talking Heads by Luc Steels
• Stevan Harnad (and here)
• Karl MacDorman
• Ted Briscoe (evolution of language)

• Creatures
• Spore

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Reinforcement Learning

• My RL course
  • Reference

• My Introduction to Reinforcement Learning

• RL wiki (currently down)
• Reinforcement Learning: A Survey by Kaelbling et al

• CMU
• TD-Gammon

• UMass
  • Autonomous Learning Laboratory
  • Andy Barto
  • Rich Sutton
    • Reinforcement Learning: An Introduction
    • C++ object-oriented standard for RL interfaces
    • New standard at rlai.net

• Stevo Bozinovski claims he independently invented Q-learning in 1981, but I am unconvinced. From reading his work, it seems to me just a primitive form of simple reward propagation.

Machine learning

• machine learning

• ML Repository
• Machine Learning List

• Encog machine learning framework

• Machine Learning

• Marco Dorigo
  • Ant Colony Optimization

Neural Networks

• Classification algorithms

• My Neural Networks course
• Neural networks (and here)

• FAQ of comp.ai.neural-nets
• Perceptron and Backpropagation course
• Perceptrons

• Neural network software
  • Backprop software
  • Drew van Camp
• Institute of Physics, publishers of:
  • Network: Computation in Neural Systems

• Cambridge (Department of Engineering)
  • Machine Intelligence Laboratory
  • ftp (and TR's)

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AI in general

• AI
• History of AI
• Timeline of AI

• AI links
• FAQs
  • AI FAQs

• AAAI
• IJCAI
• Journal of AI Research (JAIR)

• Philosophy of Mind

• The Turing Test
  • How my program passed the Turing Test

• My PhD "family tree" (Who supervised who)

Agents

• Agents

• Agent-based software packages
• Sugarscape
• NetLogo

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AI conferences, journals

• lists of conferences
  • AI conferences
  • AI conferences
  • AAAI conferences

• lists of journals
  • AI journals
  • AI journals

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AI software

• Machine Learning software
• NLP software
• Image Processing software
• Stats software

• Comparison of deep learning software

ancientbrain.com      w2mind.org      humphrysfamilytree.com

On the Internet since 1987.      New 250 G VPS server.

Note: Links on this site to user-generated content like Wikipedia are highlighted in red as possibly unreliable. My view is that such links are highly useful but flawed.