世界模型 - arXivDaily 专题

1904.11454 2019-04-26 cs.AI cs.LO math.OC 50%

Reward-Based Deception with Cognitive Bias

Bo Wu, Murat Cubuktepe, Suda Bharadwaj, Ufuk Topcu

专题命中通用世界模型：environment model(abstract)；分类 cs.AI

Comments Submitted to CDC 2019

1903.11210 2019-03-29 cs.CV cs.LG eess.IV 50%

Colorectal cancer diagnosis from histology images: A comparative study

Junaid Malik, Serkan Kiranyaz, Suchitra Kunhoth, Turker Ince, Somaya Al-Maadeed, Ridha Hamila, Moncef Gabbouj

专题命中通用世界模型：分类 cs.LG、cs.CV；predictive model(abstract)；predictive models(abstract)

1903.06047 2019-03-15 cs.LG cs.AI cs.HC stat.ML 50%

Inferring Personalized Bayesian Embeddings for Learning from Heterogeneous Demonstration

Rohan Paleja, Matthew Gombolay

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 8 Pages, 7 figures

1805.10863 2019-01-17 cs.LG cs.CV stat.ML 50%

Distributed Weight Consolidation: A Brain Segmentation Case Study

Patrick McClure, Charles Y. Zheng, Jakub R. Kaczmarzyk, John A. Lee, Satrajit S. Ghosh, Dylan Nielson, Peter Bandettini, Francisco Pereira

专题命中通用世界模型：分类 cs.LG、cs.CV；predictive model(abstract)；predictive models(abstract)

Comments Published in NeurIPS 2018

1812.00843 2018-12-04 cs.AI cs.LG 50%

Early Prediction of Course Grades: Models and Feature Selection

Hengxuan Li, Collin F. Lynch, Tiffany Barnes

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Journal ref The Proceedings of the 11th International Conference on Educational Data Mining (EDM 2018). 492-495

1809.05504 2018-11-22 cs.LG cs.AI stat.ML 50%

Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization

Bryan Wilder, Bistra Dilkina, Milind Tambe

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments Full version of paper accepted at AAAI 2019

1809.01906 2018-11-21 cs.LG stat.ML 50%

Model-Based Regularization for Deep Reinforcement Learning with Transcoder Networks

Felix Leibfried, Peter Vrancx

专题命中通用世界模型：environment model(abstract)；分类 cs.LG

Comments Presented at the NIPS Deep Reinforcement Learning Workshop, Montreal, Canada, 2018

1811.07155 2018-11-20 cs.AI cs.LG 50%

Monotonic classification: an overview on algorithms, performance measures and data sets

José-Ramón Cano, Pedro Antonio Gutiérrez, Bartosz Krawczyk, Michał Woźniak, Salvador García

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

1806.01267 2018-10-16 cs.LG cs.AI cs.RO stat.ML 50%

Internal Model from Observations for Reward Shaping

Daiki Kimura, Subhajit Chaudhury, Ryuki Tachibana, Sakyasingha Dasgupta

专题命中通用世界模型：分类 cs.AI、cs.LG、cs.RO；predictive model(abstract)

Comments 7 pages, 6 figures, ICML workshop (ALA 2018)

1810.05057 2018-10-12 cs.AI cs.LG cs.RO stat.ML 50%

Identification of Invariant Sensorimotor Structures as a Prerequisite for the Discovery of Objects

Nicolas Le Hir, Olivier Sigaud, Alban Laflaquière

专题命中通用世界模型：分类 cs.AI、cs.LG、cs.RO；predictive model(abstract)

Comments 24 pages, 10 figures, published in Frontiers Robotics and AI

Journal ref Front. Robot. AI, 25 June 2018

1810.03466 2018-10-10 cs.LG cs.AI q-fin.RM 50%

Wide and Deep Learning for Peer-to-Peer Lending

Kaveh Bastani, Elham Asgari, Hamed Namavari

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

1810.01871 2018-10-05 cs.LG cs.AI cs.RO stat.ML 50%

Grounding the Experience of a Visual Field through Sensorimotor Contingencies

Alban Laflaquière

专题命中通用世界模型：分类 cs.AI、cs.LG、cs.RO；predictive model(abstract)

Comments 23 pages, 7 figures, published in Neurocomputing

Journal ref Neurocomputing, Volume 268, 13 December 2017, Pages 142-152

1809.10889 2018-10-01 cs.LG cs.AI stat.ML 50%

HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting

Zheyi Pan, Yuxuan Liang, Junbo Zhang, Xiuwen Yi, Yong Yu, Yu Zheng

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

1809.08993 2018-09-28 cs.CV 50%

Improved Semantic Stixels via Multimodal Sensor Fusion

Florian Piewak, Peter Pinggera, Markus Enzweiler, David Pfeiffer, Marius Zöllner

专题命中通用世界模型：environment model(abstract)；分类 cs.CV

1711.10907 2018-07-30 cs.AI cs.LG stat.ML 50%

Deep Reinforcement Learning for De-Novo Drug Design

Mariya Popova, Olexandr Isayev, Alexander Tropsha

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Journal ref Science Advances, 2018, vol. 4, no. 7, eaap7885

1807.06228 2018-07-18 cs.LG cs.AI cs.HC stat.ML 50%

RuleMatrix: Visualizing and Understanding Classifiers with Rules

Yao Ming, Huamin Qu, Enrico Bertini

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments Accepted by IEEE Conference of Visual Analytics Science and Technology 2018

1702.06253 2018-06-27 cs.SI cs.AI cs.HC cs.MA 50%

Player Skill Decomposition in Multiplayer Online Battle Arenas

Zhengxing Chen, Yizhou Sun, Magy Seif El-nasr, Truong-Huy D. Nguyen

专题命中通用世界模型：分类 cs.AI、cs.MA；predictive model(abstract)；predictive models(abstract)

Comments 2016 Meaningful Play Conference

1806.06926 2018-06-20 cs.LG cs.CV cs.NE stat.ML 50%

Understanding Patch-Based Learning by Explaining Predictions

Christopher Anders, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller

专题命中通用世界模型：分类 cs.LG、cs.CV；predictive model(abstract)；predictive models(abstract)

Comments 7 pages, 6 figures

1806.03256 2018-06-11 cs.CY cs.AI cs.LG 50%

Incorporating Features Learned by an Enhanced Deep Knowledge Tracing Model for STEM/Non-STEM Job Prediction

Chun-kit Yeung, Zizheng Lin, Kai Yang, Dit-yan Yeung

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 10 pages; Career prediction; Knowledge tracing; Machine learning

1806.02426 2018-06-08 cs.LG stat.ML 50%

Deep Variational Reinforcement Learning for POMDPs

Maximilian Igl, Luisa Zintgraf, Tuan Anh Le, Frank Wood, Shimon Whiteson

专题命中通用世界模型：environment model(abstract)；分类 cs.LG

1805.08986 2018-05-24 cs.RO 50%

Deep Object Tracking on Dynamic Occupancy Grid Maps Using RNNs

Nico Engel, Stefan Hoermann, Philipp Henzler, Klaus Dietmayer

专题命中通用世界模型：environment model(abstract)；分类 cs.RO

1805.06879 2018-05-18 cs.CL cs.AI cs.CY cs.LG stat.ML 50%

Neural language representations predict outcomes of scientific research

James P. Bagrow, Daniel Berenberg, Joshua Bongard

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 8 pages, 3 figures, plus supporting material

1803.09984 2018-03-28 cs.LG cs.CR cs.DC cs.MA stat.ML 50%

Hiding in the Crowd: A Massively Distributed Algorithm for Private Averaging with Malicious Adversaries

Pierre Dellenbach, Aurélien Bellet, Jan Ramon

专题命中通用世界模型：分类 cs.LG、cs.MA；predictive model(abstract)；predictive models(abstract)

Comments 17 pages

1803.01901 2018-03-07 cs.LG cs.AI cs.CY stat.ML 50%

On Discrimination Discovery and Removal in Ranked Data using Causal Graph

Yongkai Wu, Lu Zhang, Xintao Wu

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 9 pages

1703.10651 2018-02-02 stat.ML cs.AI cs.LG 50%

Reliable Decision Support using Counterfactual Models

Peter Schulam, Suchi Saria

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments Published in the proceedings of Neural Information Processing Systems (NIPS) 2017

1711.06136 2017-11-17 cs.CV 50%

3D Trajectory Reconstruction of Dynamic Objects Using Planarity Constraints

Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen

专题命中通用世界模型：environment model(abstract)；分类 cs.CV

Comments 9 Pages, under review

1702.02604 2017-02-24 cs.LG cs.AI cs.NE stat.ML 50%

Causal Regularization

Mohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi, Robert Chen, Walter F. Stewart, Jimeng Sun

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments Adding theoretical analysis, revising the text

1702.02184 2017-02-09 cs.LG 50%

Transfer from Multiple Linear Predictive State Representations (PSR)

Sri Ramana Sekharan, Ramkumar Natarajan, Siddharthan Rajasekaran

专题命中通用世界模型：environment model(abstract)；分类 cs.LG

Comments 8 pages, 3 algorithms, 3 figures

1612.04977 2016-12-16 cs.SE cs.CY cs.RO 50%

Towards the Verification of Safety-critical Autonomous Systems in Dynamic Environments

Adina Aniculaesei, Daniel Arnsberger, Falk Howar, Andreas Rausch

专题命中通用世界模型：environment model(abstract)；分类 cs.RO

Comments In Proceedings V2CPS-16, arXiv:1612.04023

Journal ref EPTCS 232, 2016, pp. 79-90

1604.02855 2016-10-06 stat.ML cs.CV cs.LG 50%

Active Learning for Online Recognition of Human Activities from Streaming Videos

Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Barbara Caputo, Nicolò Cesa-Bianchi

专题命中通用世界模型：分类 cs.LG、cs.CV；predictive model(abstract)；predictive models(abstract)

1. 通用世界模型 4358 篇

Reward-Based Deception with Cognitive Bias

Colorectal cancer diagnosis from histology images: A comparative study

Inferring Personalized Bayesian Embeddings for Learning from Heterogeneous Demonstration

Distributed Weight Consolidation: A Brain Segmentation Case Study

Early Prediction of Course Grades: Models and Feature Selection

Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization

Model-Based Regularization for Deep Reinforcement Learning with Transcoder Networks

Monotonic classification: an overview on algorithms, performance measures and data sets

Internal Model from Observations for Reward Shaping

Identification of Invariant Sensorimotor Structures as a Prerequisite for the Discovery of Objects

Wide and Deep Learning for Peer-to-Peer Lending

Grounding the Experience of a Visual Field through Sensorimotor Contingencies

HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting

Improved Semantic Stixels via Multimodal Sensor Fusion

Deep Reinforcement Learning for De-Novo Drug Design

RuleMatrix: Visualizing and Understanding Classifiers with Rules

Player Skill Decomposition in Multiplayer Online Battle Arenas

Understanding Patch-Based Learning by Explaining Predictions

Incorporating Features Learned by an Enhanced Deep Knowledge Tracing Model for STEM/Non-STEM Job Prediction

Deep Variational Reinforcement Learning for POMDPs

Deep Object Tracking on Dynamic Occupancy Grid Maps Using RNNs

Neural language representations predict outcomes of scientific research

Hiding in the Crowd: A Massively Distributed Algorithm for Private Averaging with Malicious Adversaries

On Discrimination Discovery and Removal in Ranked Data using Causal Graph

Reliable Decision Support using Counterfactual Models

3D Trajectory Reconstruction of Dynamic Objects Using Planarity Constraints

Causal Regularization

Transfer from Multiple Linear Predictive State Representations (PSR)

Towards the Verification of Safety-critical Autonomous Systems in Dynamic Environments

Active Learning for Online Recognition of Human Activities from Streaming Videos