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Active inference = 5th international workshop, IWAI 2024, Oxford, UK, September 9-11, 2024, revised selected papers /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Active inference/ edited by Christopher L. Buckley ... [et al.].
其他題名:	5th international workshop, IWAI 2024, Oxford, UK, September 9-11, 2024, revised selected papers /
其他題名:	IWAI 2024
其他作者:	Buckley, Christopher L.
團體作者:	Workshop on the Preservation of Stability under Discretization
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xii, 275 p. :ill., digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Artificial intelligence -
電子資源:	https://doi.org/10.1007/978-3-031-77138-5
ISBN:	9783031771385

Active inference = 5th international workshop, IWAI 2024, Oxford, UK, September 9-11, 2024, revised selected papers /
Active inference5th international workshop, IWAI 2024, Oxford, UK, September 9-11, 2024, revised selected papers /[electronic resource] :IWAI 2024edited by Christopher L. Buckley ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xii, 275 p. :ill., digital ;24 cm. - Communications in computer and information science,21931865-0937 ;. - Communications in computer and information science ;311..

-- Modeling behaviour and emotions. -- Towards Interaction Design with Active Inference: A Case Study on Noisy Ordinal Selection. -- Modelling Agency Perception in Depression Using Active Inference: A Multi-Agent Behavioural Study. -- Free Energy in a Circumplex Model of Emotions. -- Hybrid continuous-discrete systems. -- Learning in Hybrid Active Inference Models. -- Learning and embodied decisions in active inference. -- Structure learning. -- Online Structure Learning with Dirichlet Processes through Message Passing. -- Exploring and Learning Structure: Active Inference Approach in Navigational Agents. -- Multi-agent systems. -- Belief sharing: a blessing or a curse. -- Coupled autoregressive active inference agents for control of multi-joint dynamical systems. -- Reactive Environments for Active Inference Agents with RxEnvironments. -- Epistemic sampling. -- Selection of Exploratory or Goal-Directed Behavior by a Physical Robot Implementing Deep Active Inference. -- Epistemic Value Anticipation into the Deep Active Inference Model. -- Robot control. -- Planning to avoid ambiguous states through Gaussian approximations to non-linear sensors in active inference agents. -- Message Passing-based Bayesian Control of a Cart-Pole System. -- Reducing Intuitive-Physics Prediction Error through Playing. -- Sustainability and contextuality. -- Modeling Sustainability under Active Inference through resource management. -- Contextuality, Cognitive engagement, and Active Inference.

This book constitutes the revised selected papers of the 5th International Workshop on Active Inference, IWAI 2024, held in Oxford, UK, during September 9-11, 2024. The 17 full papers included in this book were carefully reviewed and selected from 54 submissions. They were organized in topical sections as follows: Modeling Behaviour and Emotions; Hybrid Continuous-discrete Systems; Structure Learning; Multi-agent Systems; Epistemic Sampling; Robot Control; and Sustainability and Contextuality.

ISBN: 9783031771385

Standard No.: 10.1007/978-3-031-77138-5doiSubjects--Topical Terms:

671585
Artificial intelligence

LC Class. No.: Q334 / .I58 2024

Dewey Class. No.: 006.3

Active inference = 5th international workshop, IWAI 2024, Oxford, UK, September 9-11, 2024, revised selected papers /
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