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| public:t-720-atai:atai-19:readings [2019/10/07 17:19] – [Additional Readings & Study Material] thorisson | public:t-720-atai:atai-19:readings [2024/04/29 13:33] (current) – external edit 127.0.0.1 |
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| * [[http://consc.net/papers/emergence.pdf|Strong and Weak Emergence]] by D. Chalmers | * [[http://consc.net/papers/emergence.pdf|Strong and Weak Emergence]] by D. Chalmers |
| * Animals //(you are encouraged to find other material on these topics - please let instructor know if you find some good stuff)//. | * Animals //(you are encouraged to find other material on these topics - please let instructor know if you find some good stuff)//. |
| * [[https://www.youtube.com/watch?v=dKvVaRlz0Y4|Alex the Parrot]] on YouTube (video repeats halfway). [[https://en.wikipedia.org/wiki/Alex_(parrot)|Alex on Wikipedia]] | | * [[https://www.youtube.com/watch?v=dKvVaRlz0Y4|Alex the Parrot]] on YouTube (video repeats halfway). [[https://en.wikipedia.org/wiki/Alex_(parrot)|Alex on Wikipedia]] |
| * [[https://www.youtube.com/watch?v=SNuZ4OE6vCk|Koko the Gorilla]] on YouTube. [[https://en.wikipedia.org/wiki/Koko_(gorilla)|Koko on Wikipedia]] | | * [[https://www.youtube.com/watch?v=SNuZ4OE6vCk|Koko the Gorilla]] on YouTube. [[https://en.wikipedia.org/wiki/Koko_(gorilla)|Koko on Wikipedia]] |
| | * [[https://www.youtube.com/watch?v=exsrX6qsKkA|Bumblebees learn by observation]] on YouTube. [[https://www.researchgate.net/publication/272748457_Information_transfer_beyond_the_waggle_dance_Observational_learning_in_bees_and_flies|Paper on Bumblebees learning by observation]] by Loukola et al. |
| * [[https://apple.news/AQEvvY_wbRdqE1J-3MU_6WQ|Why Aren't Elephants Smarter Than Humans Since Their Brains Are Bigger?]] by Fabian van den Berg | * [[https://apple.news/AQEvvY_wbRdqE1J-3MU_6WQ|Why Aren't Elephants Smarter Than Humans Since Their Brains Are Bigger?]] by Fabian van den Berg |
| * [[https://www.youtube.com/watch?v=BG-0Bpe0J34|Parrots vs. Children]] BBC Earth on YouTube | * [[https://www.youtube.com/watch?v=BG-0Bpe0J34|Parrots vs. Children]] BBC Earth on YouTube |
| * [[http://www.gatsby.ucl.ac.uk/~dayan/papers/dw01.pdf|Reinforcement Learning in the Encyclopedia of Cognitive Science]] by Peter Dayan and Christopher Watkins. | * [[http://www.gatsby.ucl.ac.uk/~dayan/papers/dw01.pdf|Reinforcement Learning in the Encyclopedia of Cognitive Science]] by Peter Dayan and Christopher Watkins. |
| * [[http://www.ualberta.ca/~szepesva/RLBook.html|Algorithms for Reinforcement Learning]] by Csaba Szepesvári (2010) is a much more recent, shorter book that discusses the strengths and weaknesses of various RL algorithms. See also: [[http://incompleteideas.net/sutton/RL-FAQ.html|Rich Sutton's FAQ]]. | * [[http://www.ualberta.ca/~szepesva/RLBook.html|Algorithms for Reinforcement Learning]] by Csaba Szepesvári (2010) is a much more recent, shorter book that discusses the strengths and weaknesses of various RL algorithms. See also: [[http://incompleteideas.net/sutton/RL-FAQ.html|Rich Sutton's FAQ]]. |
| * [[https://en.wikipedia.org/wiki/Deep_learning|Deep learning on Wikipedia]] (Chapters: Intro, Overview, and Neural Networks). | * [[https://en.wikipedia.org/wiki/Deep_learning|Deep learning on Wikipedia]] (Sections: Intro, Overview, and Neural Networks). |
| * [[https://www.youtube.com/watch?v=2pWv7GOvuf0|Introduction to RL]] video by D. Silvers. | * [[https://www.youtube.com/watch?v=2pWv7GOvuf0|Introduction to RL]] video by D. Silvers. |
| * [[https://en.wikibooks.org/wiki/Control_Systems/System_Metrics|Control systems: 'Type' and 'order']] on Wikibooks | * [[https://en.wikibooks.org/wiki/Control_Systems/System_Metrics|Control systems: 'Type' and 'order']] on Wikibooks |
| * [[http://people.csail.mit.edu/brooks/papers/how-to-build.pdf|How to Build Complete Creatures Rather than Isolated Cognitive Simulators]] by Rodney Brooks | * [[http://people.csail.mit.edu/brooks/papers/how-to-build.pdf|How to Build Complete Creatures Rather than Isolated Cognitive Simulators]] by Rodney Brooks |
| * [[http://alumni.media.mit.edu/%7Ekris/ftp/IJAAI.pdf|A Mind Model for Multimodal Communicative Creatures and Humanoids]] by Thórisson, K. R. | * [[http://alumni.media.mit.edu/%7Ekris/ftp/IJAAI.pdf|A Mind Model for Multimodal Communicative Creatures and Humanoids]] by Thórisson, K. R. |
| | * [[http://www.artificialhumancompanions.com/robot-mind-robot-body-whatever-happened-subsumption-architecture/|Whatever happened to the subsumption architecture?]] by Simon Birrell |
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| ==== Limitations of Constructionist AI [ 2,4 ] ==== | ==== Limitations of Constructionist AI [ 2,4 ] ==== |
