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Proceedings of the Genetic and Evolutionary Computation Conference Companion
Three different novelty measures are adapted from the literature, integrated into MCTS, and tested in four different board games. ... We propose and test the integration of novelty into Monte Carlo Tree Search (MCTS), a state-of-the-art framework for online RL planning, by linearly combining value estimates with novelty scores during ... ACKNOWLEDGMENTS The authors would like to thank Cesare Carissimo for the interesting discussions on novelty and its motivations. ...doi:10.1145/3449726.3463217 fatcat:5jyf4ltw6bgcpacs2kjiencm7a
We identify the asymptotic constraints of leading polynomial powers as the function approaches zero and infinity as useful constraints and create a system to use them for symbolic regression. ... The second part, which we call Neural-Guided Monte Carlo Tree Search, uses the network during a search to find an expression that conforms to a set of data points and desired leading powers. ... Acknowledgements The authors thank Steven Kearnes, Anton Geraschenko, Charles Sutton and John Platt for code review and discussions. ...arXiv:1901.07714v2 fatcat:wybyjpjnnfeordjuglbxooc7le
Some of these are known from existing literature, and are either extended or introduced in the context of GVGP, and some are novel enhancements for MCTS. ... This paper discusses eight enhancements for MCTS in GVGP; Progressive History, N-Gram Selection Technique, Tree Reuse, Breadth-First Tree Initialization, Loss Avoidance, Novelty-Based Pruning, Knowledge-Based ... The black states would be included for the novelty tests in IW, but not in MCTS. ...doi:10.1109/cig.2016.7860448 dblp:conf/cig/SoemersSSW16 fatcat:zvr4kr4p2jbsneuuzi3jaznh4e
The main effect of emotion on MCT novelty was significant, f (2, 99) = 15.83, P < 0.0001, η 2p=0.24. ... Therefore, taking the emotion grouping as the independent variable, the fluency, novelty and harmfulness of MCT were analyzed by one-way ANOVA. ... Therefore, taking the emotion grouping as the independent variable, the fluency, novelty and harmfulness of MCT were analyzed by one-way ANOVA. ...doi:10.1093/ijnp/pyac032.035 fatcat:lc26necgtnfyvkban4xnn3a4ka
effect of anger on aut novelty was significant, B = 4.60, P = 0.008, CI = [1.23, 7.96], and the indirect effect of arousal on aut novelty was significant, B = 1.79, CI = [0.42, 3.91] (see Figure 4D). ... on MCT fluency was significant, B = 0.58, CI = [0.08, 1.66]; The direct effect of anger on MCT anger was significant, B = 6.08, P < 0.001, CI = [3.26, 8.89], and the indirect effect of arousal on MCT ... MCT fluency was significant, B = 0.58, CI = [0.08, 1.66]; The direct effect of anger on MCT anger was significant, B = 6.08, P < 0.001, CI = [3.26, 8.89], and the indirect effect of arousal on MCT anger ...doi:10.1093/ijnp/pyac032.086 fatcat:7mzywdj7wrhg7mtr2r2ia4afly
This method generates partial SMILES and inserts it into the original SMILES using Monte Carlo Tree Search and a Recurrent Neural Network. ... (QED) and penalized octanol-water partition coefficient (PLogP) optimization. ... Acknowledgements This work was partially supported by the Platform Project for Supporting Drug Discovery and Life Science Research (Basis for Supporting Innovative Drug Discovery and Life Science Research ...doi:10.1186/s13321-021-00572-6 pmid:34838134 pmcid:PMC8626955 fatcat:lwc3z5ttyfbxlpvbpakdnwjwby
The produced raw policy and value are then strengthened with MCTS through exploring the possible rankings at the subsequent positions, achieving a better search policy for decision-making. ... Given an MDP state which consists of the query, selected documents, and candidates, a recurrent neural network is utilized to produce the policy function for guiding the document selection and the value ... The relational learning to rank (R-LTR)  and its variations [31, 32, 34] de ne the utilities based on the relevance features and the novelty features. ...doi:10.1145/3209978.3209979 dblp:conf/sigir/FengXLGZC18 fatcat:eiapvw3mbjejbjzaimxcaxi6jm
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT 1976, 36, 453-457. NOVELTY AND SENSATION SEEKING IN TWO ACADEMIC TRAINING SETTINGS! ... Grades in two courses (Physics and Engines), which would seem to provide a favorable situation for EC tendencies to operate, were correlated with both the MCT and AQT for high and low (median split) EC ...doi:10.1177/001316447603600227 fatcat:6jtwfkj77fh7vnhy3mrgo52g54
American Sportswear & Knitting Times
Markets include drapery (both home and commercial). upholstery and table linens. kor home customers, yarns in- clude novelties and package dyed acrylic. ... With THOM DROCUGE MCT NOMGIN CO Gm Oma Came Hiiay technical service and quality assurance it will be so. nw el ACRYL1( St YK sto) COUNCII GLEN RAVEN MILLS, INC. ...
Given these challenges, Monopoly was one of the test beds chosen for the DARPA-SAILON program which aims to create agents that can detect and accommodate novelties. ... There is also a lot of randomness from dice rolls, card-draws, and adversaries' strategies. This unpredictability is made worse when unknown novelties are added during gameplay. ... a novelty and update the model. ...arXiv:2107.04303v2 fatcat:aspd63nsfjcmbhdq4p4i6t3wwu
novelty (Poce, 2017). ... We will present the first (1.0) and the second (2.0) version of the CT prototype and their respective reliability results. ... To address this limitation, new CT assessment incorporates both CRT and MCT. ...doi:10.38069/edenconf-2020-ac0008 fatcat:zsxbsc46rvdh3l54x7hetdjphm
MCT. ... Although the strength of the study by Rognmo et al 6 lies in its novelty, I would be remiss if I did not point out that there are shortcomings that deserve our attention as well. ...doi:10.1161/circulationaha.112.129171 pmid:22879368 fatcat:2oroafei65ajnomvaf7c7tgksi
Holidays they have ever exhibited, and they invite especial attention to the unusual number of Christmas Novelties, entirely original with this Company. ... NEN TENE ME MEME MMMM MIE) ONG ham Company are for sale by the best class CL AAACN CAC MCHA A MM MCMC MC MCT NG I Me I INCI STU I I a ...
effects of scopolamine, and intracerebroventricular injection of MCT into rats could produce similar antidepressant-like effects. ... This study aimed to explore the role of M2-AChR in scopolamine's antidepressant-like effects and determine the underlying mechanisms.Methods: We used the classic novelty suppressed feeding test (NSFT), ... AUTHOR CONTRIBUTIONS All authors listed have made a substantial, direct and intellectual contribution to the work, and approved it for publication. ...doi:10.3389/fpsyt.2021.601985 pmid:34093254 pmcid:PMC8176437 fatcat:4s3z42h4yveodgov4lvvupfbby
I argue that we can explain the possible temporal interpretations of nouns in a way that makes their behavior consistent with that of VPs and adverbs by positing an analogous locality constraint and making ... The temporal arguments of VPs and adverbs must be locally coindexed with the nearest time abstraction above them (Percus 2000). ... NOVELTY. ...doi:10.3765/plsa.v6i1.5041 fatcat:od6nadqkircw7ow36r5lgr7ega
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