I look at the idea of play with this example, similar to your Youtube example video of the water droplet walkers and adds some first person cognitive "play" to that esthetic experience. If you can bear it pay particular attention towards the second half and thereafter. The whole "film" is < 12 minutes but might be thousands of lifetimes of observational convergent memories correlated across time, your attentional focus straddles extrema of Faraday wave convolutions when trying to move from chaotic corral of consciousness stability zones of glocal consciousness plateaus shifting multi and metastably.
https://www.youtube.com/watch?v=H6EeG43jTmo Why do we like to stare into water and fire? These quantum patterns have harmonic properties with consciousness entropy dynamics... Multistability fits with conscious awareness and general intelligence. The Kelso paper puts it in reference to the human mind, how the brain can lock onto and process patterns. How do the complexity classes fit into an engineered general intelligence from a multi/metastability standpoint? For example say problems come into an AGI differentiated along complexity class patterns flowing in like water as graphs subsymbolically... I don’t know if the Kelso model should be implemented in software as is, or if it’s definitive enough... My thoughts on "play" from the Laughlin paper is that organisms align themselves inter-generationally to quantum patterns... we all walk similar paths... follow the same invisible guides... as native Americans would allude to spirit whisperers of the ancestors showing us the way... And play is functionally similar across organisms you could look at it as foraging within and across species performing genetic computation. John From: Russ Hurlbut [mailto:[email protected]] John Rose: I’m wondering, does play occur on the edge of chaos? And maybe on edges of chaos? Then, is play in an organism some biomechanical attempt to modify causal entropic force on the edge of chaos? Like in baseball trying to hit a single verses hitting a foul into the bleachers. Fouling is chaos. Hitting it in play is order. An enticing aspects of the article is the cross-discipline approach to addressing difficult problem a particular field. Perhaps such a connection can be made between quantum dynamics and behavioral science with respect to child's play. Take for example the concept of the random walk of a droplet (a great example can be found on youTube - "The pilot-wave dynamics of walking droplets" - https://www.youtube.com/watch?v=nmC0ygr08tE#t=73 ). From a local perspective, the droplet behavior can be considered random/chaotic/complex - i.e. when considering its interaction with the guiding wave field. However an appearance of order emerges when considering long term statistical behavior described by the Faraday wave equation. Making the comparison to "play"... "Play" has been characterized by one researcher as "an active and emergent process of engagement with the world, which encompasses exploratory processes. It is repetitive, but not stereotyped, and is spontaneous in nature." Both the droplet and a human child's play behavior has been described as exploratory, with emergence of regularity over the long haul. From this description, it is attractive to view repetitive nature as tending towards order and the spontaneous activity tending towards chaos. Using the baseball example above, perhaps both fouling and hitting is play are both representative of order when considering long term statistical behavior. Examples of outliers tending toward chaos would the more spontaneous and unexpected scenarios, such as being hit by pitch or not completing the at bat due to a runner getting picked off and ending the game. Knowing the tendency of this discussion group to pursue tangent due to failure to bridge a semantic gulf, there are two different dimensions of play: (a) play is something that children are engaged in independently or is something that involves others and has a didactic or pedagogic component; and (b) play is designed to accomplish a particular goal or is broad ranging and exploratory. (ref: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3842829/ ) Focusing on the latter dimension of "play", one word that frequently occurs with respect to exploratory behavior is "foraging". Rather than just considering this exploration-foraging association metaphorically, perhaps "play" itself is a form of foraging at a higher cognitive level - such that it is an emergent behavior in is own right. Perhaps the early split that resulted in primate on one branch and octopus on another only share primitive foraging for food as one part of the "bag of tools and parts it might need to construct something interesting". Then, rather than sending the instruction to "go out and play", the instruction is more along the lines of criticality, such as "go out and find metastability where you can". This design plays out in space and time, with ensembles of various sizes coming together and disbanding incessantly. The delicate balance between the two poles of integration (coordination between individual elements in transiently synchronized ensembles) and segregation (expression of individual behaviour in diverging neural ensembles) can be considered the "edge of chaos" where play occurs. The distinction here is made between multistability and metastability. Multistable coordination dynamics confers a capacity on the brain to lock in to one of several available patterns. Metastability is the simultaneous realization of two competing tendencies: the tendency of the individual components to couple together and the tendency for the components to express their independent behaviour. In the metastable brain, the activity of individual elements obeys neither the intrinsic dynamics of the elements nor the dynamics dictated by the assembly. (ref: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3282307/ ) Here are some example of how the concept of foraging has applied to higher cognitive functions: Information foraging is a normative statistical approach to exploratory behavior, highlighting the specific processes that contribute to active, rather than passive, exploration and learning. It connects spatial conceptions of hippocampal function with more general memory-based approaches by supporting a set of processes that allow an individual to determine where to sample. Information directed information foraging provides a formal theoretical explanation for the common hippocampal substrates of constructive memory, vicarious trial and error behavior, schema-based facilitation of memory performance, and memory consolidation. (ref: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3404547/ ) ...and... Attention plays a role in both foraging for information and foraging for value. When foraging for information, attention is guided toward the unknown. When foraging for reward, attention is guided toward high reward values, allowing decision-making to proceed by accept-or-reject decisions on the currently attended option. Attention can be regarded as teleforaging - a low-cost alternative to moving around and physically interacting with the environment before a decision is made. Attentional foraging shifts from an uncertainty-driven to a reward-driven mode during the evolution of a decision. (ref: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3817627/ ) ...and... Complex learning may not necessarily be more adaptive than simple learning. Complex learning is too costly for some individuals but not for others. Different social foraging strategies can favor different learning strategies (that learn the environment with high or low resolution), thereby maintaining variable learning abilities within populations. Using a genetic algorithm in an agent-based evolutionary simulation of a social foraging game (the producer-scrounger game), an association evolves between a strategy based on independent search for food (playing a producer) and a complex (high resolution) learning rule - while a strategy that combines independent search and following others (playing a scrounger) evolves an association with a simple (low resolution) learning rule. For complex learning to have an advantage, a large number of learning steps, normally not achieved by scroungers, is necessary. - Russ Hurlbut John Rose: On Sat, Dec 13, 2014 at 7:54 AM, John Rose via AGI <[email protected] <mailto:[email protected]> > wrote: The paper is about engineering play a priori into systems since play is involved with self-organization, attractors, emergent universality, decision instability, and play is inherent in many things even neurons and octopi. Perhaps even wiggling amoebas are having a party :) Then, is play in an organism some biomechanical attempt to modify causal entropic force on the edge of chaos? Like in baseball trying to hit a single verses hitting a foul into the bleachers. Fouling is chaos. Hitting it in play is order. John From: Jim Bromer via AGI [mailto: <mailto:[email protected]> [email protected]] Sent: Saturday, December 13, 2014 8:10 AM To: AGI Subject: Re: [agi] Physics, Emergence, and the Connectome I am not really sure what he means because the polarity (or magnetic orientation) of a 'permanent magnet' can be reversed if an external magnetic field is strong enough. I think there are a few things wrong with his presentation. The sense that learning is not part of a computational theory of mind is a little far-fetched but then he seems to present play as an unexpected explanation without any mention of the word "learn" (other than in the introduction where he says, "We speak instead about learning more about the connections themselves and about advancing medicine (Van Essen and Ugurbil, 2012xVan Essen, D.C. and Ugurbil, K. Neuroimage. 2012; 62: 1299–1310 CrossRef <http://www.cell.com/servlet/linkout?suffix=e_1_5_1_2_20_2&dbid=16&doi=10.1016/j.neuron.2014.08.006&key=10.1016%2Fj.neuroimage.2012.01.032&cf=> | PubMed <http://www.cell.com/servlet/linkout?suffix=e_1_5_1_2_20_2&dbid=8&doi=10.1016/j.neuron.2014.08.006&key=22245355&cf=> | Scopus (54) <http://www.cell.com/servlet/linkout?suffix=e_1_5_1_2_20_2&dbid=137438953472&doi=10.1016/j.neuron.2014.08.006&key=2-s2.0-84862993537&cf=> See all References <http://www.cell.com/neuron/fulltext/S0896-6273(14)00681-3#references> Van Essen and Ugurbil, 2012).") It seems like a major oversight. Jim Bromer On Sat, Dec 13, 2014 at 8:00 AM, John Rose via AGI <[email protected] <mailto:[email protected]> > wrote: He means the properties of some things are the same everywhere, under similar conditions, like a water molecule’s molecular dynamics on Earth would be the same on another planet one million years from now… or.. mostly the same there might be slight subatomic differences. But you know what he means. I’m wondering, does play occur on the edge of chaos? And maybe on edges of chaos? John From: Jim Bromer via AGI [mailto: <mailto:[email protected]> [email protected]] Sent: Saturday, December 13, 2014 6:29 AM To: AGI Subject: Re: [agi] Physics, Emergence, and the Connectome "The rigidity and elasticity of all solids is always the same. The special properties of insulators, semiconductors, and metals that allow us to make computers with them are always the same. The rigid orientation of ferromagnets is always the same." Whaa...? Jim Bromer On Sat, Dec 13, 2014 at 3:16 AM, Russ Hurlbut via AGI <[email protected] <mailto:[email protected]> > wrote: Here's an interesting paper that touches on some of the recurring themes discussed on the AGI list: <http://www.cell.com/neuron/fulltext/S0896-6273(14)00681-3> http://www.cell.com/neuron/fulltext/S0896-6273(14)00681-3 For those that care to weigh in, perhaps the perspective in this open access article can provide another facet to reflect on familiar topics including complexity, compression, and the paper's central theme - play. AGI | <https://www.listbox.com/member/archive/303/=now> Archives <https://www.listbox.com/member/archive/rss/303/24379807-653794b5> | Modify Your Subscription <https://www.listbox.com/member/archive/rss/303/24379807-653794b5> <https://www.listbox.com/member/archive/rss/303/24379807-653794b5> AGI | Archives | Modify Your Subscription <https://www.listbox.com/member/archive/rss/303/24379807-653794b5> <https://www.listbox.com/member/archive/rss/303/24379807-653794b5> <https://www.listbox.com/member/archive/rss/303/24379807-653794b5> AGI | Archives | Modify Your Subscription <https://www.listbox.com/member/archive/rss/303/24379807-653794b5> ------------------------------------------- AGI Archives: https://www.listbox.com/member/archive/303/=now RSS Feed: https://www.listbox.com/member/archive/rss/303/21088071-f452e424 Modify Your Subscription: https://www.listbox.com/member/?member_id=21088071&id_secret=21088071-58d57657 Powered by Listbox: http://www.listbox.com
