標(biāo)題: Titlebook: Machine Learning and Knowledge Discovery in Databases. Research Track; European Conference, Nuria Oliver,Fernando Pérez-Cruz,Jose A. Lozano [打印本頁] 作者: LH941 時間: 2025-3-21 16:55
書目名稱Machine Learning and Knowledge Discovery in Databases. Research Track影響因子(影響力)
書目名稱Machine Learning and Knowledge Discovery in Databases. Research Track影響因子(影響力)學(xué)科排名
書目名稱Machine Learning and Knowledge Discovery in Databases. Research Track網(wǎng)絡(luò)公開度
書目名稱Machine Learning and Knowledge Discovery in Databases. Research Track網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Machine Learning and Knowledge Discovery in Databases. Research Track被引頻次
書目名稱Machine Learning and Knowledge Discovery in Databases. Research Track被引頻次學(xué)科排名
書目名稱Machine Learning and Knowledge Discovery in Databases. Research Track年度引用
書目名稱Machine Learning and Knowledge Discovery in Databases. Research Track年度引用學(xué)科排名
書目名稱Machine Learning and Knowledge Discovery in Databases. Research Track讀者反饋
書目名稱Machine Learning and Knowledge Discovery in Databases. Research Track讀者反饋學(xué)科排名
作者: 胡言亂語 時間: 2025-3-21 23:14
Conservative Online Convex Optimizationical applications might dissuade potential users from deploying such solutions. In this paper, we study a novel setting, namely ., in which we are optimizing a sequence of convex loss functions under the constraint that we have to perform at least as well as a known default strategy throughout the e作者: resistant 時間: 2025-3-22 03:05
Knowledge Infused Policy Gradients with?Upper Confidence Bound for?Relational Banditsr, most of the algorithms use flat feature vectors to represent context whereas, in the real world, there is a varying number of objects and relations among them to model in the context. For example, in a music recommendation system, the user context contains what music they listen to, which artists作者: cinder 時間: 2025-3-22 05:02
Exploiting History Data for?Nonstationary Multi-armed Banditckle the nonstationary MAB setting, i.e., algorithms capable of detecting changes in the environment and re-configuring automatically to the change, has been widening the areas of application of MAB techniques. However, such approaches have the drawback of not reusing information in those settings w作者: grotto 時間: 2025-3-22 11:06 作者: Deference 時間: 2025-3-22 14:24 作者: hegemony 時間: 2025-3-22 19:33
Learning to Build High-Fidelity and?Robust Environment Modelssimulator) for serving diverse downstream tasks. Different from the environment learning in model-based RL, where the learned dynamics model is only appropriate to provide simulated data for the specific policy, the goal of RL2S is to build a simulator that is of high fidelity when interacting with 作者: Cirrhosis 時間: 2025-3-22 22:32
Ensemble and Auxiliary Tasks for Data-Efficient Deep Reinforcement Learningbetween these two methods is not well studied, particularly in the context of deep reinforcement learning. In this paper, we study the effects of ensemble and auxiliary tasks when combined with the deep Q-learning algorithm. We perform a case study on ATARI games under limited data constraint. Moreo作者: CLAN 時間: 2025-3-23 04:32
Multi-agent Imitation Learning with Copulasns, which is essential for understanding physical, social, and team-play systems. However, most existing works on modeling multi-agent interactions typically assume that agents make independent decisions based on their observations, ignoring the complex dependence among agents. In this paper, we pro作者: Phonophobia 時間: 2025-3-23 09:08
CMIX: Deep Multi-agent Reinforcement Learning with Peak and Average Constraintsts, while acting in a decentralized manner. In this paper, we consider the problem of multi-agent reinforcement learning for a constrained, partially observable Markov decision process – where the agents need to maximize a global reward function subject to both peak and average constraints. We propo作者: 箴言 時間: 2025-3-23 13:25 作者: Expertise 時間: 2025-3-23 15:23 作者: 安撫 時間: 2025-3-23 21:49
Deep Adaptive Multi-intention Inverse Reinforcement Learningled experts’ demonstrations. For this purpose, we employ the tools from Dirichlet processes and propose an adaptive approach to simultaneously account for both complex and unknown number of reward functions. Using the conditional maximum entropy principle, we model the experts’ multi-intention behav作者: 獨特性 時間: 2025-3-24 00:12
Unsupervised Task Clustering for?Multi-task Reinforcement Learningt are not limited to a single task. However, most existing approaches implicitly assume a uniform similarity between tasks. We argue that this assumption is limiting in settings where the relationship between tasks is unknown a-priori. In this work, we propose a general approach to automatically clu作者: Modicum 時間: 2025-3-24 05:25 作者: 無目標(biāo) 時間: 2025-3-24 10:34
Dropout’s Dream Land: Generalization from Learned Simulators to Reality of Reinforcement Learning environments. In some cases, a World Model offers an agent the opportunity to learn entirely inside of its own dream environment. In this work we explore improving the generalization capabilities from dream environments to real environments (Dream2Real). We present a gener作者: 罐里有戒指 時間: 2025-3-24 12:13
Goal Modelling for Deep Reinforcement Learning Agentsis necessary to ensure that the agent’s goals are aligned with the goals of the agent designers to avoid unexpected or unwanted agent behavior. In this work, we propose using Goal Net, a goal-oriented agent modelling methodology, as a way for agent designers to incorporate their prior knowledge rega作者: 公式 時間: 2025-3-24 15:40 作者: 消瘦 時間: 2025-3-24 22:52 作者: Affable 時間: 2025-3-24 23:29
Hassan Saber,Léo Saci,Odalric-Ambrym Maillard,Audrey Durandor cells of autoimmunity, or as effector cells of B-cell destruction. In the spontaneously diabetic NOD mouse, macrophages and dendritic cells are the first cells infiltrating at perivascular and peri-insular regions in early insulitis beginning at the age of 3 wk.. These cells start to invade the i作者: Narcissist 時間: 2025-3-25 06:27
Martino Bernasconi de Luca,Edoardo Vittori,Francesco Trovò,Marcello Restellihem within existing theories and narratives on executive pol.This book explores Donald Trump’s political communication as a candidate and in the first two years in office. The 45th US President is dominating the media system and ‘building the agenda‘ through the combined action of five strategies. H作者: jabber 時間: 2025-3-25 08:38
Kaushik Roy,Qi Zhang,Manas Gaur,Amit Shethhem within existing theories and narratives on executive pol.This book explores Donald Trump’s political communication as a candidate and in the first two years in office. The 45th US President is dominating the media system and ‘building the agenda‘ through the combined action of five strategies. H作者: clarify 時間: 2025-3-25 12:43
Gerlando Re,Fabio Chiusano,Francesco Trovò,Diego Carrera,Giacomo Boracchi,Marcello Restelli it provides a potential advantage, if capitalized by the well-endowed economy. Much depends on the institutions that help frame the decision-making process that affects the process of growth and development. Canada is an example of a successful export-oriented economy. And, its export-orientation h作者: 樂器演奏者 時間: 2025-3-25 19:19
Shizhong Liao,Junfan Lid.Presents Canada as an example of a successful export-orien.A major theme of this book is that, contrary to what many experts believe, being endowed with a plenitude of natural resources is not a curse: rather it provides a potential advantage, if capitalized by the well-endowed economy. Much depen作者: Hallowed 時間: 2025-3-25 20:12
it provides a potential advantage, if capitalized by the well-endowed economy. Much depends on the institutions that help frame the decision-making process that affects the process of growth and development. Canada is an example of a successful export-oriented economy. And, its export-orientation h作者: obstinate 時間: 2025-3-26 03:53
Zhang-Wei Hong,Prabhat Nagarajan,Guilherme Maeda it provides a potential advantage, if capitalized by the well-endowed economy. Much depends on the institutions that help frame the decision-making process that affects the process of growth and development. Canada is an example of a successful export-oriented economy. And, its export-orientation h作者: 迷住 時間: 2025-3-26 06:21
Weinan Zhang,Zhengyu Yang,Jian Shen,Minghuan Liu,Yimin Huang,Xing Zhang,Ruiming Tang,Zhenguo Li it provides a potential advantage, if capitalized by the well-endowed economy. Much depends on the institutions that help frame the decision-making process that affects the process of growth and development. Canada is an example of a successful export-oriented economy. And, its export-orientation h作者: 比賽用背帶 時間: 2025-3-26 09:26 作者: Insul島 時間: 2025-3-26 12:56 作者: flutter 時間: 2025-3-26 17:57
Chenyi Liu,Nan Geng,Vaneet Aggarwal,Tian Lan,Yuan Yang,Mingwei Xuple, the more complex the linguistic negotiation will be. Complex linguistic negotiation is a growing issue as global mobility is increasing. Many couples do not choose just one of their languages to be the main language of their communication; instead they use multiple languages seamlessly to media作者: employor 時間: 2025-3-26 23:41 作者: 鞏固 時間: 2025-3-27 01:56 作者: Prostaglandins 時間: 2025-3-27 07:18
Ariyan Bighashdel,Panagiotis Meletis,Pavol Jancura,Gijs Dubbelmananywhere in peacetime in modern history. This fall in output was certainly noticeably larger than that which occurred during the Great Depression of the 1930s (compare Tables 1 and 2–4), although it was smaller than that during the second World War in countries which served as battlegrounds (France 作者: 功多汁水 時間: 2025-3-27 13:29
Johannes Ackermann,Oliver Richter,Roger Wattenhoferedented images of the initial conditions and early phases of the star formation process. The . images reveal an intricate network of filamentary structure in every interstellar cloud. These filaments all exhibit remarkably similar widths - about a tenth of a parsec—but only the densest ones contain 作者: 惡心 時間: 2025-3-27 14:49
Huixin Zhan,Wei-Ming Lin,Yongcan Cao all types of astronomical image processing, including proceThere are currently thousands of amateur astronomers around the world engaged in astrophotography at a sophisticated level. Their ranks far outnumber professional astronomers doing the same and their contributions both technically and artis作者: AORTA 時間: 2025-3-27 17:47
Zac Wellmer,James T. Kwok all types of astronomical image processing, including proceThere are currently thousands of amateur astronomers around the world engaged in astrophotography at a sophisticated level. Their ranks far outnumber professional astronomers doing the same and their contributions both technically and artis作者: 排他 時間: 2025-3-27 23:00
Jonathan Leung,Zhiqi Shen,Zhiwei Zeng,Chunyan Miaoprofessional astronomers doing the same and their contributions both technically and artistically are the dominant drivers of progress in the field today. This book is a unique collaboration of individuals world-renowned in their particular area and covers in detail each of the major sub-disciplines作者: Inclement 時間: 2025-3-28 03:11 作者: judicial 時間: 2025-3-28 07:39 作者: Stable-Angina 時間: 2025-3-28 12:11
Learning to Build High-Fidelity and?Robust Environment Models imitation learning problem and propose efficient algorithms to solve it. Experiments on continuous control scenarios demonstrate that the RL2S enabled methods outperform the others on learning high-fidelity simulators for evaluating, ranking and training various policies.作者: Allowance 時間: 2025-3-28 15:26 作者: OTHER 時間: 2025-3-28 22:06
Model-Based Offline Policy Optimization with Distribution Correcting Regularizationon and offline data distribution via the DICE framework [.], and then regularizes the model-predicted rewards with the ratio for pessimistic policy learning. Extensive experiments show our DROP can achieve comparable or better performance compared to baselines on widely studied offline RL benchmarks.作者: 畢業(yè)典禮 時間: 2025-3-28 23:05 作者: humectant 時間: 2025-3-29 05:41
Periodic Intra-ensemble Knowledge Distillation for Reinforcement Learningnment while periodically sharing knowledge amongst policies in the ensemble through knowledge distillation. Our experiments demonstrate that PIEKD improves upon a state-of-the-art RL method in sample efficiency on several challenging MuJoCo benchmark tasks. Additionally, we perform ablation studies to better understand PIEKD.作者: 遍及 時間: 2025-3-29 08:34
Ensemble and Auxiliary Tasks for Data-Efficient Deep Reinforcement Learningver, we derive a refined bias-variance-covariance decomposition to analyze the different ways of learning ensembles and using auxiliary tasks, and use the analysis to help provide some understanding of the case study. Our code is open source and available at ..作者: 從屬 時間: 2025-3-29 15:17 作者: buoyant 時間: 2025-3-29 19:06
Conservative Online Convex Optimizationgret algorithm for online convex optimization into one that, at the same time, satisfies the conservativeness constraint and maintains the same regret order. Finally, we run an extensive experimental campaign, comparing and analyzing the performance of our meta-algorithm with that of state-of-the-art algorithms.作者: Binge-Drinking 時間: 2025-3-29 23:25 作者: FLAG 時間: 2025-3-30 03:26 作者: BILL 時間: 2025-3-30 04:07
978-3-030-86485-9Springer Nature Switzerland AG 2021作者: Ascendancy 時間: 2025-3-30 09:24
Machine Learning and Knowledge Discovery in Databases. Research Track978-3-030-86486-6Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: Ptsd429 時間: 2025-3-30 16:22
0302-9743 mputer vision and visual analytics...Applied Data Science Track:..Part IV:. Anomaly detection and malware; spatio-temporal data; e-commerce and finance; healthc978-3-030-86485-9978-3-030-86486-6Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: 騷擾 時間: 2025-3-30 17:20 作者: Brittle 時間: 2025-3-31 00:18
Muhammad Rizki Maulana,Wee Sun Leement. From this perspective, the natural resource curse appears to be more of a ‘man-made’ phenomenon than anything else. This book also investigates aspects of gender inequality in Canada as well as the evolut978-3-031-03889-1978-3-031-03887-7作者: 冥界三河 時間: 2025-3-31 02:51
Huixin Zhan,Wei-Ming Lin,Yongcan Caoe covers all types of astronomical image processing, including processing of events such as eclipses, using DSLRs, and deep-sky, planetary, widefield, and high resolution astronomical image processing. Recogniz978-1-4614-7833-1978-1-4614-7834-8Series ISSN 1431-9756 Series E-ISSN 2197-6562 作者: thalamus 時間: 2025-3-31 07:35
Zac Wellmer,James T. Kwoke covers all types of astronomical image processing, including processing of events such as eclipses, using DSLRs, and deep-sky, planetary, widefield, and high resolution astronomical image processing. Recogniz978-1-4614-7833-1978-1-4614-7834-8Series ISSN 1431-9756 Series E-ISSN 2197-6562 作者: DNR215 時間: 2025-3-31 10:13
d in the work-education competition. Americans, as the phrases go, stand on their own two feet; they pay their own way. In essence, the challenge confronting the American welfare state is to extract social equity from a credo of homogenized individualism and pulverized government.作者: 龍蝦 時間: 2025-3-31 15:25
States became an independent nation, ‘America’ was a fable. Something of this large, abstract quality was incorporated into the thought-patterns of the new nation. ‘Our fate,’ according to the American historian Richard Hofstadter, ‘is not to have an ideology but to be one.’作者: 表示問 時間: 2025-3-31 19:37 作者: 加劇 時間: 2025-3-31 23:54
Martino Bernasconi de Luca,Edoardo Vittori,Francesco Trovò,Marcello Restelliay man’ who fights against the elites. His dominance of the news cycle also reflects a desire for higher TV ratings and Web traffic numbers. Essentially, Trump has critically exploited the media’s news logics and taken advantage of the American public‘s lack of trust in journalism..978-3-030-39010-5Series ISSN 2662-589X Series E-ISSN 2662-5903 作者: 激怒某人 時間: 2025-4-1 01:58
Kaushik Roy,Qi Zhang,Manas Gaur,Amit Shethay man’ who fights against the elites. His dominance of the news cycle also reflects a desire for higher TV ratings and Web traffic numbers. Essentially, Trump has critically exploited the media’s news logics and taken advantage of the American public‘s lack of trust in journalism..978-3-030-39010-5Series ISSN 2662-589X Series E-ISSN 2662-5903
