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Why do Evolutionary Systems Stick to the Edge of Chaos [article]

Paulo Murilo Castro de Oliveira (Universidade Federal Fluminense, Brazil)
<span title="2001-01-11">2001</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
That is why evolutionary dynamic systems tend to tune themselves in very particular situations in between regular and chaotic regimes.  ...  This feature allows the system to visit other regions of the space of possibilities, not only the tiny region covered by its final attractor.  ...  Would this distribution be an exponential, engineers could design buildings strong enough to support the characteristic intensity, and earthquakes would be not such a big problem as they are.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cond-mat/0101170v1">arXiv:cond-mat/0101170v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6p27jq4runf3ld7i64uygdtyiy">fatcat:6p27jq4runf3ld7i64uygdtyiy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171007024026/https://core.ac.uk/download/pdf/2344243.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0b/5b/0b5bf792095d4075039d4f97c797d80590867a18.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cond-mat/0101170v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Power laws and self-organized criticality in theory and nature

Dimitrije Marković, Claudius Gros
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jpqyz5yp6vdibnpfaxmvgvtise" style="color: black;">Physics reports</a> </i> &nbsp;
Within this approach the steady state is close to criticality in terms of an absorbing phase transition.  ...  The complexity of physical and biological scaling phenomena has been found to transcend the explanatory power of individual paradigmal concepts.  ...  Furthermore, a satisfactory description for real-world systems would also need to account for the observed inter-event correlations, which by themselves are key to improved predictions of catastrophic  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.physrep.2013.11.002">doi:10.1016/j.physrep.2013.11.002</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jw4m7mcownffhiauop2ae6jjn4">fatcat:jw4m7mcownffhiauop2ae6jjn4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20161221134738/http://itp.uni-frankfurt.de/~gros/PDF/PAPERS/2014_Markovic_Gros_SOC_Phys_Rep.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/47/53/47533821afff99704cfba489a95c4e01eb4d7bf6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.physrep.2013.11.002"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Recent progress in coalescent theory [article]

Nathanael Berestycki
<span title="2009-09-22">2009</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The emphasis is on recent work concerning in particular the connection of these processes to continuum random trees and spatial models such as coalescing random walks.  ...  These notes provide an introduction to some aspects of the mathematics of coalescent processes and their applications to theoretical population genetics and other fields such as spin glass models.  ...  It suffices to show that a typical member of P stands a nonzero (asymptotically) chance to survive forever.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/0909.3985v1">arXiv:0909.3985v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2vccjcadrbauffhdjq5gdm4hsq">fatcat:2vccjcadrbauffhdjq5gdm4hsq</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-0909.3985/0909.3985.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> File Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/0909.3985v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Universal Algorithmic Intelligence: A mathematical top->down approach [article]

Marcus Hutter
<span title="2007-01-20">2007</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The discussion includes formal definitions of intelligence order relations, the horizon problem and relations of the AIXI theory to other AI approaches.  ...  To overcome this problem, we construct a modified algorithm AIXItl that is still effectively more intelligent than any other time t and length l bounded agent.  ...  I am indebted to Shane Legg who proof-read this article.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cs/0701125v1">arXiv:cs/0701125v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5a5hcnik65ck7mqrbaymve2i3q">fatcat:5a5hcnik65ck7mqrbaymve2i3q</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-cs0701125/cs0701125.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> File Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2c/d7/2cd7505794393fe352472fa63d8d1d1ee23807b2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cs/0701125v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

People as Ecological Participants in Ecological Restoration

Sarah M. Burke, Neil Mitchell
<span title="">2007</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lqtsp3g4bvcdrdqrrs4m7qnjkm" style="color: black;">Restoration Ecology</a> </i> &nbsp;
A Participant Information Sheet and Consent Form were sent to subjects who indicated that they would like to participate in the research (Appendix 1). 5.  ...  The memories and friendship will remain with me forever.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1526-100x.2007.00223.x">doi:10.1111/j.1526-100x.2007.00223.x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lqlc4nggojabtfun2277duojsu">fatcat:lqlc4nggojabtfun2277duojsu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170413095800/https://www.mentalhealth.org.nz/assets/ResourceFinder/People-as-ecological-participants-in-ecological-resolution.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bf/45/bf456adf096144838ba5b1807dd22dbc17a97d6a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1526-100x.2007.00223.x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

The Common Ancestor Process for a Wright-Fisher Diffusion

Jesse Taylor
<span title="">2007</span> <i title="Institute of Mathematical Statistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4f7vg4vyabgf7fcdx6hl7zjorq" style="color: black;">Electronic Journal of Probability</a> </i> &nbsp;
Provided that the branches of the tree correspond to lineages belonging to genetically isolated populations (e.g., multi-species phylogenies), the interplay between these three processes can be described  ...  Rates of molecular evolution along phylogenetic trees are influenced by mutation, selection and genetic drift.  ...  Acknowledgements I would like to thank Ellen Baake for bringing this problem to my attention, Alison Etheridge for helpful discussions of the mathematics, and Nick Barton, Gil McVean and two anonymous  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1214/ejp.v12-418">doi:10.1214/ejp.v12-418</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xsap4kjdaben3pz22vquhlkopm">fatcat:xsap4kjdaben3pz22vquhlkopm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160415103753/http://ejp.ejpecp.org/article/download/418/598" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fc/aa/fcaa4429ac3bc662cdd8026ed2cd62065bd2224b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1214/ejp.v12-418"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A Theory of Universal Artificial Intelligence based on Algorithmic Complexity [article]

Marcus Hutter
<span title="2000-04-03">2000</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Other discussed topics are formal definitions of intelligence order relations, the horizon problem and relations of the AIXI theory to other AI approaches.  ...  To overcome this problem, we construct a modified algorithm AIXI-tl, which is still effectively more intelligent than any other time t and space l bounded agent.  ...  They just stop after printing x or continue forever without any further output.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cs/0004001v1">arXiv:cs/0004001v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/texmzap6k5fsjlths4oakntmbq">fatcat:texmzap6k5fsjlths4oakntmbq</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-cs0004001/cs0004001.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> File Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/93/44/9344274e0345fefd6478e7e1cabc04cdb0724b77.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cs/0004001v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Computational intelligence with applications to general insurance: a review

Pietro Parodi
<span title="2012-05-18">2012</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rmxp6u2jlbctvfquh24vqulrzi" style="color: black;">Annals of Actuarial Science</a> </i> &nbsp;
They create a hierarchical decomposition forming a dendrogram (a tree that splits recursively).  ...  Since there are infinitely many strategies that would have had to be tested, researchers were invited to submit their own programs and see how they would perform.  ...  Chaim Potok, In the beginning It is now time to draw the conclusions of this investigation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s1748499512000036">doi:10.1017/s1748499512000036</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/onbnktszbrguppqt5dj7f2syny">fatcat:onbnktszbrguppqt5dj7f2syny</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160123130255/http://www.actuaries.org.uk:80/sites/default/files/documents/pdf/parodicomputationalintelligence.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0d/a1/0da1a0394d42e24903aeb0ffefd30704d87af9b7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s1748499512000036"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> cambridge.org </button> </a>

Statistical mechanics: entropy, order parameters, and complexity

<span title="2006-12-01">2006</span> <i title="American Library Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pjjljho22jhnrmpk3k2jxhxzv4" style="color: black;">ChoiceReviews</a> </i> &nbsp;
I would like to thank Bray for reading portions of the text, providing invaluable insights, and tightening the presentation.  ...  I would like to thank Julie Harris at Oxford University Press for her close scrutiny and technical assistance in the final preparation stages of this book.  ...  If the particles never collide, they will forever be going with whatever initial velocity we started them.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5860/choice.44-2172">doi:10.5860/choice.44-2172</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/edxesuhfdvggvfgfioiflerr6u">fatcat:edxesuhfdvggvfgfioiflerr6u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170907012809/http://pages.physics.cornell.edu/%7Esethna/StatMech/EntropyOrderParametersComplexity.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5860/choice.44-2172"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Analysis of pricing financial derivatives under regime-switching economy

Farzad Alavi Fard
<span title="2022-03-28">2022</span>
The intuition behind regime-switching models is to capture the appealing idea that the macro-economy is subjected to regular, yet unpredictable in time, states, which in turn affects the prices of financial  ...  We use three examples to analyse the valuation of derivative contracts under the Markovian regime-switching framework, namely, 1) a European call option, 2) a Ruin Contingent Life Annuity, and 3) a participating  ...  The Markovian Regime-Switching Binomial Tree We consider a discrete-time, Markovian regime-switching, binomial model consisting of a bond B and a share S.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.25949/19436150.v1">doi:10.25949/19436150.v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ncwwiyjak5faneiwyjk776iydi">fatcat:ncwwiyjak5faneiwyjk776iydi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220329073303/https://s3-ap-southeast-2.amazonaws.com/pstorage-mq-9738860830/34533386/01whole.pdf?X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Credential=AKIA3OGA3B5WIXFT74VL/20220329/ap-southeast-2/s3/aws4_request&amp;X-Amz-Date=20220329T073303Z&amp;X-Amz-Expires=10&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Signature=01c38873e9a422a7bfe5bdac37813b71c0cf4fa16ffb0fda42327a8bdd9d946c" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6e/ef/6eef51376ec119680ea242c038ace253bddcc139.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.25949/19436150.v1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Social physics [article]

Marko Jusup, Petter Holme, Kiyoshi Kanazawa, Misako Takayasu, Ivan Romic, Zhen Wang, Suncana Gecek, Tomislav Lipic, Boris Podobnik, Lin Wang, Wei Luo, Tin Klanjscek (+3 others)
<span title="2021-10-05">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We then shift focus to a set of topics that explore potential threats to humanity.  ...  Physicists tackling societal problems are no longer a curiosity, but rather a force to be reckoned with, yet for reckoning to be truly productive, it is necessary to build dialog and mutual understanding  ...  Acknowledgements We are thankful to Sheikh Taslim  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.01866v1">arXiv:2110.01866v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ccfxyezl6zgddd6uvrxubmaxua">fatcat:ccfxyezl6zgddd6uvrxubmaxua</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211008201503/https://arxiv.org/pdf/2110.01866v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f8/8d/f88d5d5f9a06c6b68a69fb72f6bb7d7b74083aaa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.01866v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Abstracts of Working Papers in Economics

<span title="">1999</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4tkopougvzf6diwaascartbc2u" style="color: black;">Abstracts of Working Papers in Economics</a> </i> &nbsp;
The quantile treatment effects (QTE) estimator accommodates exogenous covariatcs and reduces to quantile regression as a special case when treatment status is exogenous.  ...  They provide a strong evolutionary justification of why equilibria must arise.  ...  But even in the case of a constrained-optimal policy inflation would be stabilized considerably more and output stabilized considerably less than under the authors' estimates of current policy.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s0951007900004617">doi:10.1017/s0951007900004617</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cdm4vvqx6ne6vihbu3zikddb2m">fatcat:cdm4vvqx6ne6vihbu3zikddb2m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20181030080634/https://www.cambridge.org/core/services/aop-cambridge-core/content/view/49ACE650C2BC5757C9296B513E56CAC1/S0951007900004617a.pdf/div-class-title-abstracts-of-working-papers-in-economics-div.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s0951007900004617"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> cambridge.org </button> </a>

Abstracts of Working Papers in Economics

<span title="">2000</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4tkopougvzf6diwaascartbc2u" style="color: black;">Abstracts of Working Papers in Economics</a> </i> &nbsp;
They prove that PRP's with higher liability shares have greater incentives to delay. They also show that under certain conditions delay becomes more likely.  ...  A reform which transfers labor taxes from low wages to high wages, by reducing the monopsony power of large firms, is shown to be welfare improving: unemployment is reduced, and total output is increased  ...  The key to the survival of Altruists is that they tend to occur huddled together in concentrated groups.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s0951007900004915">doi:10.1017/s0951007900004915</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/62y3byrmc5ag5czgxtoyqmhhdm">fatcat:62y3byrmc5ag5czgxtoyqmhhdm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180725133713/https://www.cambridge.org/core/services/aop-cambridge-core/content/view/D5F5FA35BE9CBDAC08014A9FCA45FF75/S0951007900004915a.pdf/div-class-title-abstracts-of-working-papers-in-economics-div.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s0951007900004915"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> cambridge.org </button> </a>

Connecting Performance Analysis and Visualization to Advance Extreme Scale Computing (Dagstuhl Seminar 14022) Randomized Timed and Hybrid Models for Critical Infrastructures (Dagstuhl Seminar 14031) Planning with Epistemic Goals (Dagstuhl Seminar 14032)

Frederik Armknecht, Helena Handschuh, Tetsu Iwata, Bart, Bernd Bremer, Valerio Mohr, Martin Pascucci, Schulz, Erika Ábrahám, Alberto Avritzer, Anne Remke, William Sanders (+13 others)
<span title="">2014</span> <span class="release-stage">unpublished</span>
Nevertheless, it is essential for all these critical infrastructural systems to survive catastrophic events.  ...  Hence, it is very important that Critical Infrastructures survive catastrophic events.  ...  As such, they are closer to reality than other models.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iqk466everfcdhf5guvz5ph2ee">fatcat:iqk466everfcdhf5guvz5ph2ee</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180520232745/http://drops.dagstuhl.de/opus/volltexte/2014/4579/pdf/dagrep-v004-i001-complete.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6c/1e/6c1e03eedb45ff15c09d51a8f66be74a391ca713.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a>

Abstractions of General Reinforcement Learning [article]

Sultan Majeed, University, The Australian National
<span title="2022-03-21">2022</span>
We show that if such GRL agents have access to appropriate abstractions then they can perform optimally in a huge set of domains.  ...  The real world is non-stationary, non-ergodic, and non-Markovian: we, humans, can neither revisit our past nor are the most recent observations sufficient statistics to perform optimally.  ...  It would be interesting to see whether we can formulate an analogous ARL framework for mortal (and potentially safe) agents, and how they may behave under these abstractions.  ... 
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