世界模型 - arXivDaily 专题

2312.00651 2024-03-21 cs.CV cs.AI 71%

TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models

Pengxiang Li, Kai Chen, Zhili Liu, Ruiyuan Gao, Lanqing Hong, Guo Zhou, Hua Yao, Dit-Yan Yeung, Huchuan Lu, Xu Jia

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

2310.02207 2024-03-05 cs.LG cs.AI cs.CL 71%

Language Models Represent Space and Time

Wes Gurnee, Max Tegmark

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

2202.00625 2024-02-20 econ.EM cs.MA stat.ML 71%

Black-box Bayesian inference for economic agent-based models

Joel Dyer, Patrick Cannon, J. Doyne Farmer, Sebastian Schmon

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

2211.06236 2024-01-30 cs.LG cs.AI 71%

Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization

Burcu Küçükoğlu, Walraaf Borkent, Bodo Rueckauer, Nasir Ahmad, Umut Güçlü, Marcel van Gerven

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

Comments 24 pages, 8 figures

2212.01354 2024-01-12 cs.AI cs.MA nlin.AO 71%

Designing Ecosystems of Intelligence from First Principles

Karl J Friston, Maxwell J D Ramstead, Alex B Kiefer, Alexander Tschantz, Christopher L Buckley, Mahault Albarracin, Riddhi J Pitliya, Conor Heins, Brennan Klein, Beren Millidge, Dalton A R Sakthivadivel, Toby St Clere Smithe, Magnus Koudahl, Safae Essafi Tremblay, Capm Petersen, Kaiser Fung, Jason G Fox, Steven Swanson, Dan Mapes, Gabriel René

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

Comments 23+18 pages, one figure, one six page appendix

Journal ref Collective Intelligence, 3(1), 2024

2401.01021 2024-01-03 cs.CV cs.LG 71%

Class Relevance Learning For Out-of-distribution Detection

Butian Xiong, Liguang Zhou, Tin Lun Lam, Yangsheng Xu

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

2312.09844 2023-12-20 cs.LG cs.AI 71%

Small Dataset, Big Gains: Enhancing Reinforcement Learning by Offline Pre-Training with Model Based Augmentation

Girolamo Macaluso, Alessandro Sestini, Andrew D. Bagdanov

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

2311.13335 2023-12-12 cs.AI cs.CV 71%

Quantum learning and essential cognition under the traction of meta-characteristics in an open world

Jin Wang, Changlin Song

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

Comments 8 pages,5 pages

2312.00215 2023-12-04 cs.RO cs.AI 71%

Learning active tactile perception through belief-space control

Jean-François Tremblay, David Meger, Francois Hogan, Gregory Dudek

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

Comments 10 pages + references, 6 figures

2211.02760 2023-11-29 cs.RO cs.CV 71%

Development and evaluation of automated localisation and reconstruction of all fruits on tomato plants in a greenhouse based on multi-view perception and 3D multi-object tracking

David Rapado Rincon, Eldert J. van Henten, Gert Kootstra

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

2307.14993 2023-10-30 cs.AI cs.LG 71%

Thinker: Learning to Plan and Act

Stephen Chung, Ivan Anokhin, David Krueger

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

Comments 38 pages

2309.00638 2023-09-06 q-fin.TR cs.AI cs.LG q-fin.CP 71%

Generative AI for End-to-End Limit Order Book Modelling: A Token-Level Autoregressive Generative Model of Message Flow Using a Deep State Space Network

Peer Nagy, Sascha Frey, Silvia Sapora, Kang Li, Anisoara Calinescu, Stefan Zohren, Jakob Foerster

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

2207.11290 2023-07-14 cs.LG cs.AI 71%

TRUST-LAPSE: An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring

Nandita Bhaskhar, Daniel L. Rubin, Christopher Lee-Messer

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

Comments Keywords: Mistrust Scores, Latent-Space, Model monitoring, Trustworthy AI, Explainable AI, Semantic-guided AI

Journal ref IEEE Transactions on Artificial Intelligence, 2023

2208.06448 2023-05-31 cs.AI cs.LG 71%

RLang: A Declarative Language for Describing Partial World Knowledge to Reinforcement Learning Agents

Rafael Rodriguez-Sanchez, Benjamin A. Spiegel, Jennifer Wang, Roma Patel, Stefanie Tellex, George Konidaris

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

2305.16852 2023-05-29 cs.CL cs.AI cs.LG 71%

Model-Based Simulation for Optimising Smart Reply

Benjamin Towle, Ke Zhou

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

Comments This paper has been accepted to appear at ACL 2023

2305.13396 2023-05-24 cs.LG cs.AI 71%

Developmental Curiosity and Social Interaction in Virtual Agents

Chris Doyle, Sarah Shader, Michelle Lau, Megumi Sano, Daniel L. K. Yamins, Nick Haber

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

Comments 6 pages, 5 figures, 2 tables; accepted to CogSci 2023 with full paper publication in the proceedings

2304.07219 2023-04-17 cs.LG cs.AI 71%

Model Predictive Control with Self-supervised Representation Learning

Jonas Matthies, Muhammad Burhan Hafez, Mostafa Kotb, Stefan Wermter

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

2303.13515 2023-03-24 cs.CV cs.LG 71%

Persistent Nature: A Generative Model of Unbounded 3D Worlds

Lucy Chai, Richard Tucker, Zhengqi Li, Phillip Isola, Noah Snavely

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

Comments CVPR camera ready version, project page: https://chail.github.io/persistent-nature/

2111.12600 2022-09-26 cs.LG 71%

Learning State Representations via Retracing in Reinforcement Learning

Changmin Yu, Dong Li, Jianye Hao, Jun Wang, Neil Burgess

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

2208.04822 2022-08-31 cs.LG cs.AI 71%

Generalized Reinforcement Learning: Experience Particles, Action Operator, Reinforcement Field, Memory Association, and Decision Concepts

Po-Hsiang Chiu, Manfred Huber

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

Comments 37 pages, 15 figures

2207.13699 2022-07-29 cs.LG cs.AI 71%

Modelling non-reinforced preferences using selective attention

Noor Sajid, Panagiotis Tigas, Zafeirios Fountas, Qinghai Guo, Alexey Zakharov, Lancelot Da Costa

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

Comments 4 pages, 3 figures - Workshop Track: 1st Conference on Lifelong Learning Agents, 2022

2204.05624 2022-04-13 cs.CV cs.LG 71%

Continual Predictive Learning from Videos

Geng Chen, Wendong Zhang, Han Lu, Siyu Gao, Yunbo Wang, Mingsheng Long, Xiaokang Yang

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

Comments Accepted by CVPR 2022 (Oral). Code is available at https://github.com/jc043/CPL

2110.14157 2021-10-28 cs.LG cs.AI 71%

Dream to Explore: Adaptive Simulations for Autonomous Systems

Zahra Sheikhbahaee, Dongshu Luo, Blake VanBerlo, S. Alex Yun, Adam Safron, Jesse Hoey

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

2107.11811 2021-07-27 cs.LG cs.AI 71%

Reinforced Imitation Learning by Free Energy Principle

Ryoya Ogishima, Izumi Karino, Yasuo Kuniyoshi

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

2011.11693 2021-05-12 cs.RO cs.CV cs.LG 71%

Sequential Topological Representations for Predictive Models of Deformable Objects

Rika Antonova, Anastasiia Varava, Peiyang Shi, J. Frederico Carvalho, Danica Kragic

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

Comments To appear in PMLR (Proceedings of Machine Learning Research) as part of L4DC (Learning for Dynamics and Control) conference proceedings

2002.04021 2020-06-19 cs.AI cs.RO 71%

A Model of Fast Concept Inference with Object-Factorized Cognitive Programs

Daniel P. Sawyer, Miguel Lázaro-Gredilla, Dileep George

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

Comments 7 pages, 4 figures, 5 tables, to be presented at CogSci 2020

2005.09175 2020-06-01 q-bio.NC cs.AI cs.LG 71%

Human-like general language processing

Feng Qi, Guanjun Jiang

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

1911.04453 2019-11-12 cs.LG cs.CV stat.ML 71%

Structural Pruning in Deep Neural Networks: A Small-World Approach

Gokul Krishnan, Xiaocong Du, Yu Cao

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

1908.04766 2019-08-14 cs.LG cs.AI stat.ML 71%

Multi-view Clustering with the Cooperation of Visible and Hidden Views

Zhaohong Deng, Ruixiu Liu, Te Zhang, Peng Xu, Kup-Sze Choi, Bin Qin, Shitong Wang

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

Comments This paper has been submitted to IEEE TKDE in Jun. 2019

1703.09700 2018-06-26 cs.LG cs.AI stat.ML 71%

Inverse Reinforcement Learning from Summary Data

Antti Kangasrääsiö, Samuel Kaski

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

Comments To appear in ECMLPKDD'2018

1. 通用世界模型 4308 篇

TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models

Language Models Represent Space and Time

Black-box Bayesian inference for economic agent-based models

Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization

Designing Ecosystems of Intelligence from First Principles

Class Relevance Learning For Out-of-distribution Detection

Small Dataset, Big Gains: Enhancing Reinforcement Learning by Offline Pre-Training with Model Based Augmentation

Quantum learning and essential cognition under the traction of meta-characteristics in an open world

Learning active tactile perception through belief-space control

Development and evaluation of automated localisation and reconstruction of all fruits on tomato plants in a greenhouse based on multi-view perception and 3D multi-object tracking

Thinker: Learning to Plan and Act

Generative AI for End-to-End Limit Order Book Modelling: A Token-Level Autoregressive Generative Model of Message Flow Using a Deep State Space Network

TRUST-LAPSE: An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring

RLang: A Declarative Language for Describing Partial World Knowledge to Reinforcement Learning Agents

Model-Based Simulation for Optimising Smart Reply

Developmental Curiosity and Social Interaction in Virtual Agents

Model Predictive Control with Self-supervised Representation Learning

Persistent Nature: A Generative Model of Unbounded 3D Worlds

Learning State Representations via Retracing in Reinforcement Learning

Generalized Reinforcement Learning: Experience Particles, Action Operator, Reinforcement Field, Memory Association, and Decision Concepts

Modelling non-reinforced preferences using selective attention

Continual Predictive Learning from Videos

Dream to Explore: Adaptive Simulations for Autonomous Systems

Reinforced Imitation Learning by Free Energy Principle

Sequential Topological Representations for Predictive Models of Deformable Objects

A Model of Fast Concept Inference with Object-Factorized Cognitive Programs

Human-like general language processing

Structural Pruning in Deep Neural Networks: A Small-World Approach

Multi-view Clustering with the Cooperation of Visible and Hidden Views

Inverse Reinforcement Learning from Summary Data