世界模型 - arXivDaily 专题

2210.06063 2022-10-13 cs.GR cs.LG 69%

ControlVAE: Model-Based Learning of Generative Controllers for Physics-Based Characters

Heyuan Yao, Zhenhua Song, Baoquan Chen, Libin Liu

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

Comments SIGGRAPH Asia 2022 (Journal Track);

2203.13762 2022-06-23 cs.AI cs.IT math.IT 69%

A World-Self Model Towards Understanding Intelligence

Yutao Yue

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

Comments 21 pages, 5 figures

Journal ref IEEE Access, vol. 10, pp. 63034-63048, 2022

2202.13252 2022-06-07 cs.AI 69%

The Quest for a Common Model of the Intelligent Decision Maker

Richard S. Sutton

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

Comments Will appear as an extended abstract at the fifth Multi-disciplinary Conference on Reinforcement Learning and Decision Making, held in Providence, Rhode Island, June 8-11, 2022

2202.10580 2022-02-23 cs.LG cs.AI 69%

Benchmarking missing-values approaches for predictive models on health databases

Alexandre Perez-Lebel, Gaël Varoquaux, Marine Le Morvan, Julie Josse, Jean-Baptiste Poline

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

Comments GigaScience, Oxford Univ Press, In press

2201.02034 2022-01-07 stat.AP cs.AI cs.CL cs.LG cs.NA math.NA 69%

Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics

Bohdan M. Pavlyshenko

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

2112.05218 2021-12-13 cs.AI 69%

Learning Generalizable Behavior via Visual Rewrite Rules

Yiheng Xie, Mingxuan Li, Shangqun Yu, Michael Littman

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

Comments AAAI 2022 Workshop on Reinforcement Learning in Games

2110.09454 2021-10-19 cs.CL cs.LG 69%

SentimentArcs: A Novel Method for Self-Supervised Sentiment Analysis of Time Series Shows SOTA Transformers Can Struggle Finding Narrative Arcs

Jon Chun

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

Comments 87 pages, 97 figures

2109.04155 2021-09-10 cs.AI cs.NE 69%

Deep Active Inference for Pixel-Based Discrete Control: Evaluation on the Car Racing Problem

Niels van Hoeffelen, Pablo Lanillos

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

Comments 2nd International Workshop on Active Inference IWAI2021, European Conference on Machine Learning (ECML/PCKDD 2021)

2105.06268 2021-05-14 cs.AI 69%

Intelligence and Unambitiousness Using Algorithmic Information Theory

Michael K. Cohen, Badri Vellambi, Marcus Hutter

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

Comments 13 pages, 6 figures, 5-page appendix. arXiv admin note: text overlap with arXiv:1905.12186

Journal ref Journal of Selected Areas in Information Theory 2 (2021)

2104.06735 2021-04-15 q-fin.RM cs.AI cs.LG 69%

Enabling Machine Learning Algorithms for Credit Scoring -- Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models

Przemysław Biecek, Marcin Chlebus, Janusz Gajda, Alicja Gosiewska, Anna Kozak, Dominik Ogonowski, Jakub Sztachelski, Piotr Wojewnik

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

2103.06371 2021-03-12 cs.AI 69%

Hard Attention Control By Mutual Information Maximization

Himanshu Sahni, Charles Isbell

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

2011.14381 2021-02-09 cs.LG 69%

Self-supervised Visual Reinforcement Learning with Object-centric Representations

Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius

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

2101.04209 2021-01-13 cs.LG cs.AI 69%

PyHealth: A Python Library for Health Predictive Models

Yue Zhao, Zhi Qiao, Cao Xiao, Lucas Glass, Jimeng Sun

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

2002.09309 2020-08-18 stat.ML cs.LG stat.CO 69%

Efficiently Sampling Functions from Gaussian Process Posteriors

James T. Wilson, Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth

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

Journal ref International Conference on Machine Learning, 2020

2008.00357 2020-08-04 cs.LG cs.AI stat.ML 69%

A Causal Lens for Peeking into Black Box Predictive Models: Predictive Model Interpretation via Causal Attribution

Aria Khademi, Vasant Honavar

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

2007.06533 2020-07-14 cs.LG stat.ML 69%

S2RMs: Spatially Structured Recurrent Modules

Nasim Rahaman, Anirudh Goyal, Muhammad Waleed Gondal, Manuel Wuthrich, Stefan Bauer, Yash Sharma, Yoshua Bengio, Bernhard Schölkopf

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

2006.01945 2020-06-04 cs.CV cs.LG 69%

Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders

Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo Regazzoni

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

Comments Manuscript accepted at the 27th IEEE International Conference on Image Processing (ICIP 2020)

2005.04157 2020-05-11 cs.NE cs.AI 69%

Hybrid 2-stage Imperialist Competitive Algorithm with Ant Colony Optimization for Solving Multi-Depot Vehicle Routing Problem

Ivars Dzalbs, Tatiana Kalganova

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

Comments PPSN2020 Submission

2002.10373 2020-02-25 cs.AI 69%

Symbolic Learning and Reasoning with Noisy Data for Probabilistic Anchoring

Pedro Zuidberg Dos Martires, Nitesh Kumar, Andreas Persson, Amy Loutfi, Luc De Raedt

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

1912.12773 2020-01-01 cs.LG cs.RO stat.ML 69%

Learning Predictive Models From Observation and Interaction

Karl Schmeckpeper, Annie Xie, Oleh Rybkin, Stephen Tian, Kostas Daniilidis, Sergey Levine, Chelsea Finn

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

1912.09301 2019-12-20 stat.ML cs.LG eess.SP 69%

Feature-wise change detection and robust indoor positioning using RANSAC-like approach

Caifa Zhou

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

Comments 36 pages, 20 figures, 2 tables

1912.02552 2019-12-06 cs.AI 69%

Reinforcement Learning with Non-Markovian Rewards

Maor Gaon, Ronen I. Brafman

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

Comments To Appear in AAAI 2020

1910.05389 2019-10-15 cs.CL cs.AI 69%

Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study

Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih

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

Comments 14 pages, 4 figures, accepted to EMNLP 2019

1902.09937 2019-06-27 cs.RO 69%

Semantic Relational Object Tracking

Andreas Persson, Pedro Zuidberg Dos Martires, Amy Loutfi, Luc De Raedt

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

1802.06104 2019-05-28 cs.LG cs.SI physics.soc-ph stat.ML 69%

Information-theoretic Limits for Community Detection in Network Models

Chuyang Ke, Jean Honorio

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

Journal ref Neural Information Processing Systems (NeurIPS), 2018

1904.02495 2019-04-05 cs.LG cs.AI 69%

A Categorisation of Post-hoc Explanations for Predictive Models

John Mitros, Brian Mac Namee

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

Comments 5 pages, 3 figures, AAAI 2019 Spring Symposia (#SSS19)

1810.06796 2019-03-06 cs.RO 69%

StructVIO : Visual-inertial Odometry with Structural Regularity of Man-made Environments

Danping Zou, Yuanxin Wu, Ling Pei, Haibin Ling, Wenxian Yu

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

Comments 15 pages,15 figures

1806.08915 2019-03-01 stat.ML cs.AI cs.LG stat.AP 69%

DALEX: explainers for complex predictive models

Przemyslaw Biecek

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

Comments 12 pages

Journal ref Journal of Machine Learning Research 19 (2018) 1-5

1812.07801 2018-12-20 stat.CO 69%

Efficient treatment of model discrepancy by Gaussian Processes - Importance for imbalanced multiple constraint inversions

Thomas Wutzler

专题命中通用世界模型：world model(abstract)；world model(abstract)；simulation model(abstract)

Comments 25 pages, 10 figures

1811.01480 2018-11-06 cs.AI cs.LG 69%

FairMod - Making Predictive Models Discrimination Aware

Jixue Liu, Jiuyong Li, Lin Liu, Thuc Duy Le, Feiyue Ye, Gefei Li

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

1. 通用世界模型 4335 篇

ControlVAE: Model-Based Learning of Generative Controllers for Physics-Based Characters

A World-Self Model Towards Understanding Intelligence

The Quest for a Common Model of the Intelligent Decision Maker

Benchmarking missing-values approaches for predictive models on health databases

Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics

Learning Generalizable Behavior via Visual Rewrite Rules

SentimentArcs: A Novel Method for Self-Supervised Sentiment Analysis of Time Series Shows SOTA Transformers Can Struggle Finding Narrative Arcs

Deep Active Inference for Pixel-Based Discrete Control: Evaluation on the Car Racing Problem

Intelligence and Unambitiousness Using Algorithmic Information Theory

Enabling Machine Learning Algorithms for Credit Scoring -- Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models

Hard Attention Control By Mutual Information Maximization

Self-supervised Visual Reinforcement Learning with Object-centric Representations

PyHealth: A Python Library for Health Predictive Models

Efficiently Sampling Functions from Gaussian Process Posteriors

A Causal Lens for Peeking into Black Box Predictive Models: Predictive Model Interpretation via Causal Attribution

S2RMs: Spatially Structured Recurrent Modules

Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders

Hybrid 2-stage Imperialist Competitive Algorithm with Ant Colony Optimization for Solving Multi-Depot Vehicle Routing Problem

Symbolic Learning and Reasoning with Noisy Data for Probabilistic Anchoring

Learning Predictive Models From Observation and Interaction

Feature-wise change detection and robust indoor positioning using RANSAC-like approach

Reinforcement Learning with Non-Markovian Rewards

Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study

Semantic Relational Object Tracking

Information-theoretic Limits for Community Detection in Network Models

A Categorisation of Post-hoc Explanations for Predictive Models

StructVIO : Visual-inertial Odometry with Structural Regularity of Man-made Environments

DALEX: explainers for complex predictive models

Efficient treatment of model discrepancy by Gaussian Processes - Importance for imbalanced multiple constraint inversions

FairMod - Making Predictive Models Discrimination Aware