Active Inference

Active Inference

5th International Workshop, IWAI 2024, Oxford, UK, September 9-11, 2024, Revised Selected Papers

Verbelen, Tim; Wisse, Martijn; Pitliya, Riddhi J.; Cialfi, Daniela; Sajid, Noor; Buckley, Christopher L.; Lanillos, Pablo; Shimazaki, Hideaki

Springer International Publishing AG

12/2024

290

Mole

9783031771378

Pré-lançamento - envio 15 a 20 dias após a sua edição

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.- 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.
Active inference;Free energy principle;Computational neuroscience;Machine learning;Robotics