{"product_id":"9783031771378","title":"Active Inference : 5th International Workshop, IWAI 2024, Oxford, UK, September 9-11, 2024, Revised Selected Papers (Communications in Computer and Information Science 2193) (2025. xii, 275 S. XII, 275 p. 93 illus., 80 illus. in color. 235 mm)","description":"\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003eThe 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.\u003c\/p\u003e \u003cp\u003e.- Modeling behaviour and emotions.\n.- Towards Interaction Design with Active Inference: A Case Study on Noisy Ordinal Selection.\n.- Modelling Agency Perception in Depression Using Active Inference: A Multi-Agent Behavioural Study.\n.- Free Energy in a Circumplex Model of Emotions.\n.- Hybrid continuous-discrete systems.\n.- Learning in Hybrid Active Inference Models.\n.- Learning and embodied decisions in active inference.\n.- Structure learning.\n.- Online Structure Learning with Dirichlet Processes through Message Passing.\n.- Exploring and Learning Structure: Active Inference Approach in Navigational Agents.\n.- Multi-agent systems.\n.- Belief sharing: a blessing or a curse.\n.- Coupled autoregressive active inference agents for control of multi-joint dynamical systems.\n.- Reactive Environments for Active Inference Agents with RxEnvironments.\n.- Epistemic sampling.\n.- Selection of Exploratory or Goal-Directed Behavior by a Physical Robot Implementing Deep Active Inference.\n.- Epistemic Value Anticipation into the Deep Active Inference Model.\n.- Robot control.\n.- Planning to avoid ambiguous states through Gaussian approximations to non-linear sensors in active inference agents.\n.- Message Passing-based Bayesian Control of a Cart-Pole System.\n.- Reducing Intuitive-Physics Prediction Error through Playing.\n.- Sustainability and contextuality.\n.- Modeling Sustainability under Active Inference through resource management.\n.- Contextuality, Cognitive engagement, and Active Inference.\u003c\/p\u003e","brand":"SPRINGER, BERLIN; SPRINGER NATURE SWITZERLAND; SPRING","offers":[{"title":"Default Title","offer_id":48865544372459,"sku":"00000_00000_00000_00000","price":155.63,"currency_code":"SGD","in_stock":true}],"url":"https:\/\/kinokuniya.com.sg\/products\/9783031771378","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}