Contextual Q-Learning (English)
- New search for: Pinto, Tiago
- New search for: Vale, Zita
- New search for: Pinto, Tiago
- New search for: Vale, Zita
In:
ECAI 2020 ; Part 4
; 2927-2928
;
2020
- Conference paper / Print
-
Title:Contextual Q-Learning
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Contributors:Pinto, Tiago ( author ) / Vale, Zita ( author )
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Conference:European Conference on Artificial Intelligence ; 24. ; 2020 ; Online
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Published in:ECAI 2020 ; Part 4 ; 2927-2928
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Publisher:
- New search for: IOS Press
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Place of publication:Amsterdam
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Publication date:2020
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Type of media:Conference paper
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Type of material:Print
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Language:English
- New search for: 54.72
- Further information on Basic classification
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Classification:
BKL: 54.72 Künstliche Intelligenz -
Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 2275
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Document and Word Representations Generated by Graph Convolutional Network and BERT for Short Text ClassificationYe, Zhihao / Jiang, Gongyao / Liu, Ye / Li, Zhiyong / Yuan, Jin et al. | 2020
- 2282
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Joint Extraction of Entities and Relations Based on a Novel Decomposition StrategyYu, Bowen / Zhang, Zhenyu / Shu, Xiaobo / Liu, Tingwen / Wang, Yubin / Wang, Bin / Li, Sujian et al. | 2020
- 2290
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Distantly Supervised Question ParsingZafar, Hamid / Tavakol, Maryam / Lehmann, Jens et al. | 2020
- 2298
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Learning Contextualized Sentence Representations for Document-Level Neural Machine TranslationZhang, Pei / Zhang, Xu / Chen, Wei / Yu, Jian / Wang, Yanfeng / Xiong, Deyi et al. | 2020
- 2306
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Leveraging Human Prior Knowledge to Learn Sense RepresentationsZhang, Tong / Ye, Wei / Xi, Xiangyu / Zhang, Long / Zhang, Shikun / Zhao, Wen et al. | 2020
- 2314
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A Weighted GCN with Logical Adjacency Matrix for Relation ExtractionZhou, Li / Wang, Tingyu / Qu, Hong / Huang, Li / Liu, Yuguo et al. | 2020
- 2322
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Learning First-Order Symbolic Representations for Planning from the Structure of the State SpaceBonet, Blai / Geffner, Hector et al. | 2020
- 2330
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Lifted Heuristics for Timeline-Based PlanningBenedictis, Riccardo De / Cesta, Amedeo et al. | 2020
- 2338
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Planning for Compilation of a Quantum Algorithm for Graph ColoringDo, Minh / Wang, Zhihui / O'Gorman, Bryan / Venturelli, Davide / Rieffel, Eleanor / Frank, Jeremy et al. | 2020
- 2346
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Neural Network Heuristics for Classical Planning: A Study of Hyperparameter SpaceFerber, Patrick / Helmert, Malte / Hoffmann, Jörg et al. | 2020
- 2354
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Exhaustive Search of Priority Rules for On-Line SchedulingGil-Gala, Francisco J. / Mencía, Carlos / Sierra, María R. / Varela, Ramiro et al. | 2020
- 2362
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Learning Temporal Action Models via Constraint ProgrammingGarrido, Antonio / Jiménez, Sergio et al. | 2020
- 2370
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Learning Deterministic Automata on Infinite WordsMichaliszyn, Jakub / Otop, Jan et al. | 2020
- 2378
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Monte Carlo Information-Oriented PlanningThomas, Vincent / Hutin, Gérémy / Buffet, Olivier et al. | 2020
- 2386
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Automated Verification of Social Law Robustness for Reactive AgentsTuisov, Alexander / Karpas, Erez et al. | 2020
- 2394
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Accounting for Observer's Partial Observability in Stochastic Goal Recognition Design. Messing with the Marauder's MapWayllace, Christabel / Keren, Sarah / Gal, Avigdor / Karpas, Erez / Yeoh, William / Zilberstein, Shlomo et al. | 2020
- 2402
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A Fuzzy Inference System for a Visually Grounded Robot State of MindSingh, Avinash Kumar / Baranwal, Neha / Richter, Kai-Florian et al. | 2020
- 2410
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Robot Self/Other Distinction: Active Inference Meets Neural Networks Learning in a MirrorLanillos, Pablo / Pages, Jordi / Cheng, Gordon et al. | 2020
- 2417
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Integrating Open-Ended Learning in the Sense-Plan-Act Robot Control ParadigmOddi, Angelo / Rasconi, Riccardo / Santucci, Vieri Giuliano / Sartor, Gabriele / Cartoni, Emilio / Mannella, Francesco / Baldassarre, Gianluca et al. | 2020
- 2425
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A Formal Model of Affordances for Flexible Robotic Task ExecutionBefller, Daniel / Porzel, Robert / Pomarlan, Mihai / Beetz, Michael / Malaka, Rainer / Bateman, John et al. | 2020
- 2433
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Outside the Box: Abstraction-Based Monitoring of Neural NetworksHenzinger, Thomas A. / Lukina, Anna / Schilling, Christian et al. | 2020
- 2441
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Explainable Inference in the FRANK Query Answering SystemNuamah, Kwabena / Bundy, Alan et al. | 2020
- 2449
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Data-Empowered Argumentation for Dialectically Explainable PredictionsCocarascu, Oana / Stylianou, Andria / Cyras, Kristijonas / Toni, Francesca et al. | 2020
- 2457
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TREPAN Reloaded: A Knowledge-Driven Approach to Explaining Black-Box ModelsConfalonieri, Roberto / Weyde, Tillman / Besold, Tarek R. / Martín, Fermín Moscoso del Prado et al. | 2020
- 2465
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A Framework for Determining the Fairness of Outlier DetectionDavidson, lan / Ravi, S. S. et al. | 2020
- 2473
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You Shouldn't Trust Me: Learning Models Which Conceal Unfairness from Multiple Explanation MethodsDimanov, Botty / Bhatt, Umang / Jamnik, Mateja / Weller, Adrian et al. | 2020
- 2481
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Logical Interpretations of AutoencodersFuxjaeger, Anton / Belle, Vaishak et al. | 2020
- 2489
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Classification Rules in Relaxed Logical FormGhosh, Bishwamittra / Malioutov, Dmitry / Meel, Kuldeep S. et al. | 2020
- 2497
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CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using SimulatorsGirard-Satabin, Julien / Charpiat, Guillaume / Chihani, Zakaria / Schoenauer, Marc et al. | 2020
- 2505
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Verification of Neural Networks: Enhancing Scalability Through PruningGuidotti, Dario / Leofante, Francesco / Pulina, Luca / Tacchella, Armando et al. | 2020
- 2513
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Efficient Neural Network Verification via Adaptive Refinement and Adversarial SearchHenriksen, P. / Lomuscio, A. et al. | 2020
- 2521
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AI Paradigms and AI Safety: Mapping Artefacts and Techniques to Safety IssuesHerndndez-Orallo, Jose / Martinez-Plumed, Fernando / Avin, Shahar / Whittlestone, Jess / hEigeartaigh, Seán Ó et al. | 2020
- 2529
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Measurable Counterfactual Local Explanations for Any ClassifierWhite, Adam / Garcez, Artur d'Avila et al. | 2020
- 2536
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Black-Box Adversarial Attacks Against Deep Learning Based Malware Binaries Detection with GANYuan, Junkun / Zhou, Shaofang / Lin, Lanfen / Wang, Feng / Cui, Jia et al. | 2020
- 2543
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Learning Fairness-Aware Relational StructuresZhang, Yue / Ramesh, Arti et al. | 2020
- 2551
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Causal Query in Observational Data with Hidden VariablesCheng, Debo / Li, Jiuyong / Liu, Lin / Liu, Jixue / Yu, Kui / Le, Thuc Duy et al. | 2020
- 2559
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An Advance on Variable Elimination with Applications to Tensor-Based ComputationDarwiche, Adnan et al. | 2020
- 2569
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Algebraic Circuits for Decision Theoretic Inference and LearningDerkinderen, Vincent / Raedt, Luc De et al. | 2020
- 2577
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Towards Efficient Discrete Integration via Adaptive Quantile QueriesDing, Fan / Wang, Hanjing / Sabharwal, Ashish / Xue, Yexiang et al. | 2020
- 2585
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Rapidly Finding the Best Arm Using VarianceFaella, Marco / Finzi, Alberto / Sauro, Luigi et al. | 2020
- 2592
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Taming Reasoning in Temporal Probabilistic Relational ModelsGehrke, Marcel / Möller, Ralf / Braun, Tanya et al. | 2020
- 2600
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Local to Global Learning of a Latent Dynamic Bayesian NetworkHalbersberg, Dan / Lerner, Boaz et al. | 2020
- 2608
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Lifted Marginal Filtering for Asymmetric Models by Clustering-Based MergingLüdtke, Stefan / Gehrke, Marcel / Braun, Tanya / Möller, Ralf / Kirste, Thomas et al. | 2020
- 2616
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New Measures of Inclusion Between Fuzzy Sets in Terms of the o-Index of InclusionMadrid, Nicolás / Ojeda-Aciego, Manuel et al. | 2020
- 2624
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Online Probabilistic Interval-Based Event CalculusMantenoglou, Periklis / Artikis, Alexander / Paliouras, Georgios et al. | 2020
- 2632
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Learning Chordal Markov Networks via Stochastic Local SearchRantanen, Kari / Hyttinen, Antti / Järvisalo, Matti et al. | 2020
- 2640
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Quantum Weighted Model CountingRiguzzi, Fabrizio et al. | 2020
- 2648
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Basic Utility Theory for Belief FunctionsZhou, Chunlai / Qin, Biao / Li, Deying / Xu, Zhigiang / Du, Xiaoyong et al. | 2020
- 2656
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SSHFD: Single Shot Human Fall Detection with Occluded Joints ResilienceAsif, Umar / Cavallar, Stefan Von / Tang, Jianbin / Harrer, Stefan et al. | 2020
- 2664
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Bidirectional Scene Text Recognition with a Single DecoderBleeker, Maurits / Rijke, Maarten de et al. | 2020
- 2672
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Adaptive Graph Reasoning Network for Fashion Landmark DetectionChen, Ming / Ying, Hang / Qin, Yingjie / Qi, Lizhe / Gan, Zhongxue / Sun, Yunquan et al. | 2020
- 2680
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Rol Feature Propagation for Video Object DetectionCores, Daniel / Mucientes, Manuel / Brea, Victor M. et al. | 2020
- 2688
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Ensemble Methods for Object DetectionCasado-García, Ángela / Heras, Jónathan et al. | 2020
- 2696
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Foreground Detection by Probabilistic Mixture Models Using Semantic Information from Deep NetworksGarcia-Gonzdlez, Jorge / Ortiz-de-Lazcano-Lobato, Juan M. / Luque-Baena, Rafael M. / López-Rubio, Ezequil et al. | 2020
- 2704
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A Two-Stream Network with Image-to-Class Deep Metric for Few-Shot ClassificationGu, Qinghua / Luo, Zhengding / Zhu, Yuesheng et al. | 2020
- 2712
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DRNet: Dissect and Reconstruct the Convolutional Neural Network via Interpretable MannersHu, Xiaolong / An, Zhulin / Yang, Chuanguang / Zhu, Hui / Xu, Kaiqiang / Xu, Yongjun et al. | 2020
- 2716
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SPCNet: Spatial Preserve and Content-Aware Network for Human Pose EstimationXiao, Yabo / Yu, Dongdong / Wang, Xiaojuan / Lv, Tianqi / Fan, Yiqi / Wu, Lingrui et al. | 2020
- 2720
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Predicting Long-Term Skeletal Motions by a Spatio- Temporal Hierarchical Recurrent NetworkHu, Junfeng / Fan, Zhencheng / Liao, Jun / Liu, Li et al. | 2020
- 2728
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Weak Supervision Helps Emergence of Word-Object Alignment and Improves Vision-Language TasksKervadec, Corentin / Antipov, Grigory / Baccouche, Moez / Wolf, Christian et al. | 2020
- 2736
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Belief Map Enhancement Network for Accurate Human Pose EstimationLiu, Jie / Dou, Yishun / Zhang, Wenjie / Tang, Jie / Wu, Gangshan et al. | 2020
- 2737
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The Higher-Order Prover Leo-IlISteen, Alexander / Benzmüller, Christoph et al. | 2020
- 2744
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Maximum Entropy Reinforced Single Object Visual TrackingLiu, Chenghuan / Huynh, Du Q. / Reynolds, Mark et al. | 2020
- 2752
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Learning Class-Based Graph Representation for Object DetectionMiao, Shuyu / Feng, Rui / Zhang, Yuejie / Fan, Weiguo et al. | 2020
- 2760
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Mid-Weight Image Super-Resolution with Bypass Connection Attention NetworkShen, Hao / Zhao, Zhong-Qiu et al. | 2020
- 2784
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Dedge-AGMNet: An Effective Stereo Matching Network Optimized by Depth Edge Auxiliary TaskYang, Weida / Ai, Xindong / Yang, Zuliu / Xu, Yong / Zhao, Yong et al. | 2020
- 2792
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Tutor-Instructing Global Pruning for Accelerating Convolutional Neural NetworksYu, Fang / Cui, Li et al. | 2020
- 2800
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Saliency Detection with Deformable Convolution and Feature AttentionZhang, Zhe / Ma, Junhui / Xu, Panpan / Wang, Wencheng et al. | 2020
- 2808
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MetaSelection: Metaheuristic Sub-Structure Selection for Neural Network Pruning Using Evolutionary AlgorithmZhang, Zixun / Li, Zhen / Lin, Lin / Lei, Na / Li, Guanbin / Cui, Shuguang et al. | 2020
- 2816
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JND-GAN: Human-Vision-Systems Inspired Generative Adversarial Networks for Image-to-Image TranslationZheng, Wenbo / Yan, Lan / Gou, Chao / Wang, Fei-Yue et al. | 2020
- 2824
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Semantic Point Completion Network for 3D Semantic Scene CompletionZhong, Min / Zeng, Gang et al. | 2020
- 2832
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Self-Attention-Based Fully-Inception Networks for Continuous Sign Language RecognitionZhou, Mingjie / Ng, Michael / Cai, Zixin / Cheung, Ka Chun et al. | 2020
- 2840
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Joint 3D Face Reconstruction and Dense Face Alignment via Deep Face Feature AlignmentZhou, Jian / Huang, Zhangjin et al. | 2020
- 2848
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A Lightweight Recurrent Attention Network for Real-Time Guidewire Segmentation and Tracking in Interventional X-Ray FluoroscopyZhou, Yan-Jie / Xie, Xiao-Liang / Bian, Gui-Bin / Hou, Zeng-Guang et al. | 2020
- 2856
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Deep Density-Aware Count RegressorChen, Zhuojun / Cheng, Junhao / Yuan, Yuchen / Liao, Dongping / Li, Yizhou / Lv, Jiancheng et al. | 2020
- 2864
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Crowd Counting via Hierarchical Scale Recalibration NetworkZou, Zhikang / Liu, Yifan / Xu, Shuangjie / Wei, Wei / Wen, Shiping / Zhou, Pan et al. | 2020
- 2875
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String Constraint Solving: Past, Present and FutureAmadini, Roberto / Gange, Graeme / Schachte, Peter / Sendergaard, Harald / Stuckey, Peter J. et al. | 2020
- 2877
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Toward a Generic AutoML-Based Assistant for Contracts NegotiationBendraou, Youssef / Ramoly, Nathan / Bamba, Baba Seydou et al. | 2020
- 2879
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Towards Organizational Guidelines for the Responsible Use of AIBenjamins, Richard et al. | 2020
- 2881
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Cognitive Vision and Perception. Deep Semantics Integrating AI and Vision for Reasoning about Space, Motion, and InteractionBhatt, Mehul / Suchan, Jakob et al. | 2020
- 2883
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Towards the Development of Societal TwinsBirks, Dan / Heppenstall, Alison / Malleson, Nick et al. | 2020
- 2885
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The Challenge of Optimal Paths in Graphs with Item SetsBotea, Adi / Kishimoto, Akihiro / Marinescu, Radu / Daly, Elizabeth M. / Alkan, Oznur et al. | 2020
- 2887
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Reasoning About Quality and Fuzziness of Strategic BehavioursBouyer, Patricia / Kupferman, Orna / Markey, Nicolas / Maubert, Bastien / Murano, Aniello / Perelli, Giuseppe et al. | 2020
- 2889
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Reasoning with Justifiable Exceptions in Contextual HierarchiesBozzato, Loris / Serafini, Luciano / Eiter, Thomas et al. | 2020
- 2891
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Lifting Queries for Lifted InferenceBraun, Tanya / Möller, Ralf et al. | 2020
- 2893
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A Goal-Oriented Framework for Knowledge Invention and Creative Problem Solving in Cognitive ArchitecturesChiodino, Eleonora / Lieto, Antonio / Perrone, Federico / Pozzato, Gian Luca et al. | 2020
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Efficient Allocations in Constant Time: Towards Scalable Solutions in the Era of Large Scale Intelligent SystemsDanassis, Panayiotis / Faltings, Boi et al. | 2020
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VT-LINKER: Visual-Textual-Knowledge Entity LinkerDost, Shahi / Serafini, Luciano / Rospocher, Marco / Ballan, Lamberto / Sperduti, Alessandro et al. | 2020
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Hybrid Offline/Online Optimization Under UncertaintyFilippo, Allegra De / Lombardi, Michele / Milano, Michela et al. | 2020
- 2901
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Malaria Parasite Mobility in Mozambique Estimated Using Mobile Phone RecordsFloyd, Jessica R. / Lourenco, Pedro Rente / Ruktanonchai, Nick W. / Tatem, Andrew J. / Colborn, James M. / Candrinho, Baltazar / Oliver, Nuria et al. | 2020
- 2903
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Normative Reasoning with Expressive Logic CombinationsFuenmayor, David / Benzmüller, Christoph et al. | 2020
- 2905
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Sensitivity Analysis for Dimensionality Reduction in Agent-Based ModelingGranato, Bianca / Li-Jessen, Nicole Y. K. et al. | 2020
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Review of the Recent Techniques for Learning Commonsense Knowledge Applied to the Winograd Schema ChallengeKoleva, Aneta et al. | 2020
- 2911
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Shallow Neural Models for Top-N RecommendationLandin, Alfonso / Valcarce, Daniel / Parapar, Javier / Barreiro, Alvaro et al. | 2020
- 2913
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Towards Meta-Reasoning for Ontologies: A RoadmapLi, Yuan-Fang / Kang, Yong-Bin et al. | 2020
- 2915
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Tracking AI: The Capability Is (Not) NearMartinez-Plumed, Fernando / Hernández-Orallo, Jose / Gómez, Emilia et al. | 2020
- 2917
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Enriching Language Models with SemanticsMayer, Tobias et al. | 2020
- 2919
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Stochastic Local Search and Machine Learning: From Theory to Applications and Vice VersaMengshoel, Ole Jakob / Yu, Tong / Zeng, Ming et al. | 2020
- 2921
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Towards an Imprecise Probability Approach for Abstract ArgumentationMorveli-Espinoza, Mariela / Nieves, Juan Carlos / Tacla, Cesar Augusto et al. | 2020
- 2923
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Understanding Individual Behaviour: From Virtual to Physical PatternsNadai, Marco De / Lepri, Bruno / Oliver, Nuria et al. | 2020
- 2925
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The Refugee Experience Online: Surfacing Positivity Amidst HatePalakodety, Shriphani / KhudaBukhsh, Ashiqur R. / Carbonell, Jaime G. et al. | 2020
- 2927
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Contextual Q-LearningPinto, Tiago / Vale, Zita et al. | 2020
- 2929
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Adaptive Learning in Multiagent Systems for Automated Energy Contacts NegotiationPinto, Tiago / Vale, Zita et al. | 2020
- 2931
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Cognitive Logics — Features, Formalisms, and ChallengesRagni, Marco / Kern-Isberner, Gabriele / Beierle, Christoph / Sauerwald, Kai et al. | 2020
- 2933
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Abstraction for ASP Planning ZeynepSaribatur, G. et al. | 2020
- 2939
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Driven by Commonsense. On the Role of Human-Centred Visual Explainability for Autonomous VehiclesSuchan, Jakob / Bhatt, Mehul / Varadarajan, Srikrishna et al. | 2020
- 2941
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An Integrated Approach to Moral Autonomous SystemsSvegliato, Justin / Nashed, Samer / Zilberstein, Shlomo et al. | 2020
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WikiTalk and WikiListen: Towards Listening Robots That Can Join in Conversations with Topically Relevant ContributionsWilcock, Graham / Jokinen, Kristiina et al. | 2020
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Influence of Personality-Based Features for Dialogue Generation in Computational NarrativesXu, Weilai / Charles, Fred / Hargood, Charlie / Tian, Feng / Tang, Wen et al. | 2020
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Equal Pay for Equal Competences: A Statistical Approach to Address Equal Pay GapAnoaica, Andra / Hassine, Ahmed Ben / Deleris, Léa A. et al. | 2020
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Entropy-Based Adaptive Exploit-Explore Coefficient for Monte-Carlo Path PlanningCarmo, Ana Raquel / Delamer, Jean-Alexis / Watanabe, Yoko / Ventura, Rodrigo / Chanel, Caroline P. C. et al. | 2020
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Deep Learning Applied to NILM: Is Data Augmentation Worth for Energy Disaggregation?Delfosse, Aurelien / Hebrail, Georges / Zerroug, Aimen et al. | 2020
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- 2993
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Point-Of-Interest Semantic Tag Completion in a Global Crowdsourced Search-and-Discovery DatabaseLagos, Nikolaos / Ait-Mokhtar, Salah / Calapodescu, loan et al. | 2020
- 3001
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- 3009
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Machine Learning for Gas and Oil ExplorationNordloh, Vito Alexander / Roubicková, Anna / Brown, Nick et al. | 2020
- 3017
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Intelligent Recommendation & Decision Technologies for Community-Driven Requirements EngineeringSamer, Ralph / Stettinger, Martin / Felfernig, Alexander / Franch, Xavier / Falkner, Andreas et al. | 2020
- 3026
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ASP-Based Signal Plan Adjustments for Traffic Flow OptimizationEiter, Thomas / Falkner, Andreas / Schneider, Patrik / Schüller, Peter et al. | 2020
- 3034
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KNOWLEDGECHECKR: Intelligent Techniques for Counteracting ForgettingStettinger, Martin / Tran, Trang / Pribik, Ingo / Leitner, Gerhard / Felfernig, Alexander / Samer, Ralph / Atas, Müslüm / Wundara, Manfred et al. | 2020
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Point Cloud Segmentation with Deep Reinforcement LearningTiator, Marcel / Geiger, Christian / Grimm, Paul et al. | 2020
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REBA-KRL: Refinement-Based Architecture for Knowledge Representation, Explainable Reasoning and Interactive Learning in RoboticsSridharan, Mohan et al. | 2020