Filters








7 Hits in 6.7 sec

Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling [article]

K. Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin, Saeed Gorji, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Rohan K. Yadav
<span title="2021-06-09">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Our parallel and asynchronous architecture thus allows processing of massive datasets and operating with more clauses for higher accuracy.  ...  Finally, learning time is almost constant for reasonable clause amounts (employing from 20 to 7,000 clauses on a Tesla V100 GPU).  ...  Then, in Section 3, we propose a novel parallel and asynchronous architecture where every clause runs in its own thread for massive parallelism.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.04861v4">arXiv:2009.04861v4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5fe3u72tnjdipabclskosplg3m">fatcat:5fe3u72tnjdipabclskosplg3m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929034456/https://arxiv.org/pdf/2009.04861v2.pdf" title="fulltext PDF download [not primary version]" 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] <span style="color: #f43e3e;">&#10033;</span> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.04861v4" 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>

Reinforcement Learning: A Survey

L. P. Kaelbling, M. L. Littman, A. W. Moore
<span title="1996-05-01">1996</span> <i title="AI Access Foundation"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4ax4efcwajcgvidb6hcg6mwx4a" style="color: black;">The Journal of Artificial Intelligence Research</a> </i> &nbsp;
It is written to be accessible to researchers familiar with machine learning. Both the historical basis of the field and a broad selection of current work are summarized.  ...  reinforcement, constructing empirical models to accelerate learning, making use of generalization and hierarchy, and coping with hidden state.  ...  Leslie Pack Kaelbling was supported in part by NSF grants IRI-9453383 and IRI-9312395. Michael Littman was supported in part by Bellcore.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1613/jair.301">doi:10.1613/jair.301</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nbo23vmu6rfz3ctpjbk7sdcnt4">fatcat:nbo23vmu6rfz3ctpjbk7sdcnt4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190426102937/https://jair.org/index.php/jair/article/download/10166/24110" 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/12/d1/12d1d070a53d4084d88a77b8b143bad51c40c38f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1613/jair.301"> <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>

Reinforcement Learning: A Survey [article]

L. P. Kaelbling, M. L. Littman, A. W. Moore
<span title="1996-05-01">1996</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
It is written to be accessible to researchers familiar with machine learning. Both the historical basis of the field and a broad selection of current work are summarized.  ...  reinforcement, constructing empirical models to accelerate learning, making use of generalization and hierarchy, and coping with hidden state.  ...  Leslie Pack Kaelbling was supported in part by NSF grants IRI-9453383 and IRI-9312395. Michael Littman was supported in part by Bellcore.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cs/9605103v1">arXiv:cs/9605103v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ze737h6wnfdhjf52hiz4gpogxq">fatcat:ze737h6wnfdhjf52hiz4gpogxq</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-cs9605103/cs9605103.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/29/54/2954bbb4666ef55d20c9968a952ac8bf980aae38.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cs/9605103v1" 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>

Quantum Mind 2003, Consciousness, Quantum Physics and the Brain. March 15-19, 2003, The University of Arizona, Tucson, Arizona

Editorial NQ
<span title="2007-09-04">2007</span> <i title="NeuroQuantology Journal"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vfjjshkdo5eynaqtxbx53v4cy4" style="color: black;">NeuroQuantology</a> </i> &nbsp;
At the same time quantum processes (superposition of states, nonlocality, entanglement...) also remain mysterious, yet are being harnessed in revolutionary information technologies (quantum computation  ...  A relation between consciousness and quantum effects has been pondered for nearly a century, and in the past decades quantum processes in the brain have been invoked as explanations for consciousness and  ...  This is between 10to18 up to 10to19 x Planck's constant, which is in good agreement with the time-scale differences for neural state decoherence and spiking time calculated by Tegmark (10to19 s).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14704/nq.2003.1.3.23">doi:10.14704/nq.2003.1.3.23</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e76cv2ivqjdbxolv2hbls67gqu">fatcat:e76cv2ivqjdbxolv2hbls67gqu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921232957/https://www.neuroquantology.com/index.php/journal/article/download/23/23" 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/ca/51/ca5118e730bc0fedde75826a7f0c7cfbbe5ee6c3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14704/nq.2003.1.3.23"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Effective Policy Search Method for Robot Reinforcement Learning with Noisy Reward
노이즈 환경에서 효과적인 로봇 강화 학습의 정책 탐색 방법

Young-Ha Yang, Cheol-Soo Lee
<span title="2022-03-01">2022</span> <i title="The Korea Robotics Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/v2e5pfzr7ncnznd24dd2oqmw7i" style="color: black;">The Journal of Korea Robotics Society</a> </i> &nbsp;
We also wish to thank the many people who have read drafts of this book and provided valuable comments, including  ...  2 We restrict attention to discrete time to keep things as simple as possible, even though many of the ideas can be extended to the continuous-time case (e.g., see Bertsekas and Tsitsiklis, 1996; Werbos  ...  , 1992; Doya, 1996) . 3 We use R t+1 instead of R t to denote the reward due to A t because it emphasizes that the next reward and next state, R t+1 and S t+1 , are jointly determined.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7746/jkros.2022.17.1.001">doi:10.7746/jkros.2022.17.1.001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r44kgqjsyrcq7pnyk4ylrwigwq">fatcat:r44kgqjsyrcq7pnyk4ylrwigwq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220331225625/https://web.stanford.edu/class/psych209/Readings/SuttonBartoIPRLBook2ndEd.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/37/72/3772e468e3ed4d00571818d693b522978e368172.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7746/jkros.2022.17.1.001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Return from the ant

Sven Brückner, Humboldt-Universität Zu Berlin, Humboldt-Universität Zu Berlin
<span title="2017-06-18">2017</span>
Sign-based stigmergy through synthetic pheromones is supported by an extension to runtime environments for software agents called the pheromone infrastructure.  ...  Each principle is systematically stated and motivated, and its consequences for the manufacturing control domain are discussed.  ...  There is almost never an agent able to perform a task alone. In a consequently decentralized and asynchronous system, tasks arise in parallel.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18452/14615">doi:10.18452/14615</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r4vwampyrvatlj4j722f5zuela">fatcat:r4vwampyrvatlj4j722f5zuela</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220123110101/https://edoc.hu-berlin.de/bitstream/handle/18452/15267/Brueckner.pdf;jsessionid=0172861EBF9E35D7E79DF3223996FDD6?sequence=1" 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/6a/47/6a471956bd6c004c5891c2b904d5ce0b5c50ecca.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18452/14615"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Towards Fault Reactiveness in Wireless Sensor Networks with Mobile Carrier Robots

Rafael Jesus Falcon Martinez, Université D'Ottawa / University Of Ottawa, Université D'Ottawa / University Of Ottawa
<span title="2012-04-04">2012</span>
It is energy-efficient, fault-reactive and aware of the bounded robot cargo capacity.  ...  They are able to find good-quality solutions in a short time. Two frameworks for the identification of the damaged nodes are considered.  ...  It is known that sensing devices are massively manufactured nowadays because of their simple yet fairly feeble architecture.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.20381/ruor-5569">doi:10.20381/ruor-5569</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dtmqgbyx7zhgvovjnbaznncryq">fatcat:dtmqgbyx7zhgvovjnbaznncryq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200221081359/https://ruor.uottawa.ca/bitstream/10393/22685/3/Falcon_Martinez_Rafael_Jesus_2012_thesis.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/ec/a2/eca281d957f850f801bc4a537cdfce0187ca6ec8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.20381/ruor-5569"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>