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The foundation of efficient robot learning.
Kaelbling LP. Kaelbling LP. Science. 2020 Aug 21;369(6506):915-916. doi: 10.1126/science.aaz7597. Science. 2020. PMID: 32820109 No abstract available.
Modeling and Planning with Macro-Actions in Decentralized POMDPs.
Amato C, Konidaris G, Kaelbling LP, How JP. Amato C, et al. Among authors: kaelbling lp. J Artif Intell Res. 2019;64:817-859. doi: 10.1613/jair.1.11418. Epub 2019 Mar 25. J Artif Intell Res. 2019. PMID: 31656393 Free PMC article.
Effect of Depth and Width on Local Minima in Deep Learning.
Kawaguchi K, Huang J, Kaelbling LP. Kawaguchi K, et al. Among authors: kaelbling lp. Neural Comput. 2019 Jul;31(7):1462-1498. doi: 10.1162/neco_a_01195. Epub 2019 May 23. Neural Comput. 2019. PMID: 31120383