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Active Inference : 4th International Workshop, IWAI 2023, Ghent, Belgium, September 13–15, 2023, Revised Selected Papers / / edited by Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Noor Sajid, Hideaki Shimazaki, Tim Verbelen, Martijn Wisse
| Active Inference : 4th International Workshop, IWAI 2023, Ghent, Belgium, September 13–15, 2023, Revised Selected Papers / / edited by Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Noor Sajid, Hideaki Shimazaki, Tim Verbelen, Martijn Wisse |
| Autore | Buckley Christopher L |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (293 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
CialfiDaniela
LanillosPablo RamsteadMaxwell SajidNoor ShimazakiHideaki VerbelenTim WisseMartijn |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer science - Mathematics Mathematical statistics Computer networks Application software Computers, Special purpose Software engineering Artificial Intelligence Probability and Statistics in Computer Science Computer Communication Networks Computer and Information Systems Applications Special Purpose and Application-Based Systems Software Engineering |
| ISBN |
9783031479588
3031479580 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Active Inference and Robotics -- Contextual Qualitative Deterministic Models for Self-Learning Embodied Agents -- Dynamical Perception-Action Loop Formation with Developmental Embodiment for Hierarchical Active Inference -- Decision-making and Control -- Towards Metacognitive Robot Decision Making for Tool Selection -- Understanding Tool Discovery and Tool Innovation Using Active Inference -- Efficient Motor Learning Through Action-perception Cycles in Deep Kinematic Inference -- Active Inference and Psychology -- Towards Understanding Persons and their Personalities with Cybernetic Big 5 Theory and the Free Energy Principle and Active Inference (FEP-AI) Framework -- On Embedded Normativity - An Active Inference Account of Agency Beyond Flesh -- A Model of Agential Learning Using Active Inference -- From Theory to Implementation -- Designing Explainable Artificial Intelligence with Active Inference: A Framework for Transparent Introspection and Decision-making -- An Analytical Model of Active Inference in the Iterated Prisoner’s Dilemma -- Toward Design of Synthetic Active Inference Agents by Mere Mortals -- Learning Representations for Active Inference -- Exploring Action-Centric Representations Through the Lens of Rate-Distortion Theory -- Integrating Cognitive Map Learning and Active Inference for Planning in Ambiguous Environments -- Relative Representations for Cognitive Graphs -- Theory of Learning and Inference -- Active Inference in Hebbian Learning Networks -- Learning One Abstract Bit at a Time Through Self-Invented Experiments Encoded as Neural Networks -- Probabilistic Majorization of Partially Observable Markov Decision Processes. |
| Record Nr. | UNINA-9910765494503321 |
Buckley Christopher L
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applying the Free-Energy Principle to Complex Adaptive Systems
| Applying the Free-Energy Principle to Complex Adaptive Systems |
| Autore | Badcock Paul |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (214 p.) |
| Soggetto topico |
Computer science
Information technology industries |
| Soggetto non controllato |
active inference
adaptive robots affect control theory agency agent-based model allostatic (hub) overload apoptosis Bayesian Bayesian brain Bayesian inference cancer niches cascading failure cluster variation method cognitive-affective development cognitivism collective intelligence complex adaptive systems computational model consciousness critical slowing down cybernetics disease disorder embodiment emotion emotions enactivism feelings filtering free energy free energy principle Free Energy Principle free will generative model generative models hierarchical control systems intelligence intentionality Kikuchi approximations master equations mental causation message passing metabolism metastasis model-based control multiscale systems n/a neurotechnology non-equilibrium permutation entropy POMDP readiness potentials representations sociology stochastic stress uncertainty |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910674391803321 |
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Badcock Paul
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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