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检索条件"丛书名=Lecture notes in artificial intelligence,"
57438 条 记 录,以下是4941-4950 订阅
排序:
Unsupervised Salient Patch Selection for Data-Efficient Reinforcement Learning
Unsupervised Salient Patch Selection for Data-Efficient Rein...
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5th International Workshop on Learning with Imbalanced Domains - Theory and Applications / European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
作者: Jiang, Zhaohui Weng, Paul Shanghai Jiao Tong Univ UM SJTU Joint Inst Shanghai Peoples R China
To improve the sample efficiency of vision-based deep reinforcement learning (RL), we propose a novel method, called SPIRL, to automatically extract important patches from input images. Following Masked Auto-Encoders,...
来源: 评论
Adaptive Team Behavior Planning Using Human Coach Commands  25th
Adaptive Team Behavior Planning Using Human Coach Commands
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RoboCup Symposium
作者: Musumeci, Emanuele Suriani, Vincenzo Antonioni, Emanuele Nardi, Daniele Bloisi, Domenico D. Sapienza Univ Rome Dept Comp Control & Management Engn Rome Italy Univ Basilicata Dept Math Comp Sci & & Econ Potenza Italy
In its operating life, an agent that needs to act in real environments is required to deal with rules and constraints that humans ask to satisfy. The set of rules specified by the human might influence the role of the...
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What Do Counterfactuals Say About the World? Reconstructing Probabilistic Logic Programs from Answers to "What If?" Queries  1
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32nd International Conference on Inductive Logic Programming (ILP)
作者: Rueckschloss, Kilian Weitkaemper, Felix Ludwig Maximilians Univ Munchen Oettingenstr 67 D-80538 Munich Germany
A ProbLog program is a logic program with facts that only hold with a specified probability. Each ProbLog program gives rise to probability estimations for counterfactual statements of the form "A would be true, ...
来源: 评论
Learning Representations for Bipartite Graphs Using Multi-task Self-supervised Learning
Learning Representations for Bipartite Graphs Using Multi-ta...
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5th International Workshop on Learning with Imbalanced Domains - Theory and Applications / European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
作者: Sethi, Akshay Gupta, Sonia Malhotra, Aakarsh Asthana, Siddhartha Mastercard AI Garage Gurugram India
Representation learning for bipartite graphs is a challenging problem due to its unique structure and characteristics. The primary challenge is the lack of extensive supervised data and the bipartite graph structure, ...
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Modulating Virtual Affective Elicitation by Human Body Odors: Advancing Research on Social Signal Processing in Virtual Reality  17th
Modulating Virtual Affective Elicitation by Human Body Odors...
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17th International Conference on Augmented Cognition (AC)
作者: Cervera-Torres, Sergio Minissi, Maria Eleonora Greco, Alberto Callara, Alejandro Ferdowsi, Saideh Citi, Luca Maddalon, Luna Chicchi Giglioli, Irene Alice Alcaniz, Mariano Univ Politecn Valencia Human Centred Technol Res Inst HUMAN Tech Valencia Spain Univ Pisa Res Ctr E Piaggio Pisa Italy Univ Essex Sch Comp Sci & Elect Engn Colchester Essex England
Human sensory systems are capable of encoding emotion-related signals during social interactions (e.g., fearful or happy facial expressions). In this regard, many emotion elicitation procedures have been reported with...
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Online State Exploration: Competitive Worst Case and Learning-Augmented Algorithms
Online State Exploration: Competitive Worst Case and Learnin...
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5th International Workshop on Learning with Imbalanced Domains - Theory and Applications / European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
作者: Im, Sungjin Moseley, Benjamin Xu, Chenyang Zhang, Ruilong Univ Calif Merced Elect Engn & Comp Sci Merced CA 95343 USA Carnegie Mellon Univ Tepper Sch Business Pittsburgh PA 15213 USA East China Normal Univ Shanghai Key Lab Trustworthy Comp Shanghai Peoples R China Univ Buffalo Dept Comp Sci & Engn Buffalo NY 14068 USA
This paper introduces the online state exploration problem. In the problem, there is a hidden d-dimensional target state. We are given a distance function between different states in the space and a penalty function d...
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Dialogue State Tracking with a Dialogue-Aware Slot-Level Schema Graph Approach  1
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16th International Conference on Knowledge Science, Engineering and Management (KSEM)
作者: Yang, Jie Song, Hui Xu, Bo Zhou, Haoran Donghua Univ Sch Comp Sci & Technol Shanghai Peoples R China
Dialogue State Tracking (DST) aims to keep dialogue states updated over the whole dialogue. Recently, slot self-attention mechanism and token-level schema graph are both proposed to capture slot relations based on pri...
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Comprehensive Analysis of Different Techniques for Data Augmentation and Proposal of New Variants of BOSME and GAN  18th
Comprehensive Analysis of Different Techniques for Data Augm...
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18th International Conference on Hybrid artificial intelligence Systems
作者: Garmendia-Orbegozo, Asier David Nunez-Gonzalez, Jose Angel Anton Gonzalez, Miguel Grana, Manuel Univ Basque Country UPV EHU Dept Appl Math Eibar 20600 Spain Basque Res & Technol Alliance BRTA TECNALIA San Sebastian 20009 Spain Univ Basque Country UPV EHU Computat Intelligence Grp San Sebastian 20018 Spain
In many environments in which detection of minority class instances is critical, the available data intended for training Machine Learning models is poorly distributed. The data imbalance usually produces deterioratio...
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Computing MUS-Based Inconsistency Measures  18th
Computing MUS-Based Inconsistency Measures
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18th European Conference on Logics in artificial intelligence (JELIA)
作者: Kuhlmann, Isabelle Niskanen, Andreas Jarvisalo, Matti Univ Hagen Hagen Germany Univ Helsinki Helsinki Finland
We detail two instantiations of a generic algorithm for the problematic and MUS-variable-based inconsistency measures, based on answer set programming and Boolean satisfiability (SAT). Empirically, the SAT-based appro...
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Cold-Start Multi-hop Reasoning by Hierarchical Guidance and Self-verification
Cold-Start Multi-hop Reasoning by Hierarchical Guidance and ...
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5th International Workshop on Learning with Imbalanced Domains - Theory and Applications / European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
作者: Xu, Mayi Sun, Ke Li, Yongqi Qian, Tieyun Wuhan Univ Sch Comp Sci Wuhan Peoples R China Wuhan Univ Intellectual Comp Lab Cultural Heritage Wuhan Peoples R China
Multi-hop reasoning has attracted wide attention for knowledge graph (KG) completion since it can provide interpretable reasoning paths. Most prior multi-hop reasoning studies assume the KGs are static with fixed enti...
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