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https://pmc.ncbi.nlm.nih.gov/articles/PMC3252266/ Dopamine, Affordance and Active Inference - PMC The role of dopamine in behaviour and decision-making is often cast in terms of reinforcement learning and optimal decision theory. Here, we present an... active inference dopamine affordance pmc https://www.frontiersin.org/journals/behavioral-neuroscience/articles/10.3389/fnbeh.2025.1524722/full Frontiers | Resilience phenotypes derived from an active inference account of allostasis Within a theoretical framework of enactive allostasis, we explore active inference strategies for minimizing surprise to achieve resilience in dynamic enviro... active inference frontiers resilience phenotypes derived https://github.com/BerenMillidge/Active_Inference_Successor_Representations GitHub - BerenMillidge/Active_Inference_Successor_Representations: repository for Successor... repository for Successor Representations IWAI paper - BerenMillidge/Active_Inference_Successor_Representations active inference github successor representations repository https://drive.google.com/file/d/1FT4lrwEjejqgU8pj955foqM38YBciN0f/view?usp=sharing active_inference_seminar.pdf - Google Drive active inference seminar pdf google drive https://www.preprints.org/manuscript/201911.0083/v1 From Allostatic Agents to Counterfactual Cognisers: Active Inference, Biological Regulation, and... What is the function of cognition? On one influential account, cognition evolved to co-ordinate behaviour with environmental change or complexity... active inference agents counterfactual https://openreview.net/forum?id=BjxnQZycdd Active Inference Control: Steering, Not Just Scaling, Language Model Reasoning | OpenReview Large Language Models (LLMs) excel at multi-step reasoning but are hindered by the sub-optimal allocation of their computational budget. Recent work, such as... active inference not just language model control steering https://openreview.net/forum?id=ABGj6YQ0sYr&referrer=%5Bthe%20profile%20of%20Corrado%20Pezzato%5D(%2Fprofile%3Fid%3D~Corrado_Pezzato1) Adaptation Through Prediction: Multisensory Active Inference Torque Control | OpenReview Adaptation to external and internal changes is of major importance for robotic systems in uncertain environments. Here, we present a novel multisensory active... active inference torque control adaptation prediction multisensory https://arxiv.org/abs/2604.17373 [2604.17373] Active Inference-Based Adaptive Routing for Heterogeneous Edge AI Services Abstract page for arXiv paper 2604.17373: Active Inference-Based Adaptive Routing for Heterogeneous Edge AI Services active inference https://danielarifriedman.com/ Daniel Ari Friedman — President, Active Inference Institute Daniel Ari Friedman, PhD — President, Active Inference Institute. Computational biologist and cognitive scientist. 115 works, 812 Scholar citations. active inference daniel ari friedman president https://pmc.ncbi.nlm.nih.gov/articles/PMC4906014/ Scene Construction, Visual Foraging, and Active Inference - PMC This paper describes an active inference scheme for visual searches and the perceptual synthesis entailed by scene construction. Active inference assumes that... active inference scene construction visual foraging https://www.universiteitleiden.nl/agenda/2025/01/active-inference-symposium Active Inference - Universiteit Leiden Medewerkers van de sectie Cognitieve Psychologie organiseren een symposium over Active Inference. Dit is een theorie die waarneming, planning, en gedrag... active inference universiteit leiden https://openreview.net/forum?id=bak7hB0Zv9 Predictive Minds: LLMs As Atypical Active Inference Agents | OpenReview Large language models (LLMs) like GPT are often conceptualized as passive predictors, simulators, or even 'stochastic parrots'. We instead conceptualize LLMs... active inference predictive minds llms atypical https://activeinference.org/ The Active Inference Institute the active inference institute https://coda.io/@active-inference-institute/active-inference-social-science-aii-2023 Active Inference for the Social Sciences ~ AII 2023 active inference for the social sciences aii https://www.mdpi.com/1099-4300/24/4/469 Goal-Directed Planning and Goal Understanding by Extended Active Inference: Evaluation through... We show that goal-directed action planning and generation in a teleological framework can be formulated by extending the active inference framework. The... active inference goal directed planning understanding https://arxiv.org/abs/2404.07604 [2404.07604] Novel Active Sensing and Inference for mmWave Beam Alignment Using Single RF Chain... Abstract page for arXiv paper 2404.07604: Novel Active Sensing and Inference for mmWave Beam Alignment Using Single RF Chain Systems https://waymo.com/research/active-inference-as-a-unified-model-of-collision-avoidance-behavior-in-human/ Active inference as a unified model of collision avoidance behavior in human drivers Collision avoidance -- involving a rapid threat detection and quick execution of the appropriate evasive maneuver -- is a critical aspect of driving. However,... https://github.com/infer-actively/pymdp GitHub - infer-actively/pymdp: A Python implementation of active inference for Markov Decision... A Python implementation of active inference for Markov Decision Processes - infer-actively/pymdp https://arxiv.org/abs/2603.13646 [2603.13646] Surrogate-Based Bayesian Inference: Uncertainty Quantification and Active Learning Abstract page for arXiv paper 2603.13646: Surrogate-Based Bayesian Inference: Uncertainty Quantification and Active Learning bayesian inference uncertainty quantification surrogate based https://openreview.net/forum?id=btm5Z5Vu8G ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition | OpenReview Many critical applications, from autonomous scientific discovery to personalized medicine, demand systems that can both strategically acquire the most... bayesian inference data acquisition aline joint amortization https://elifesciences.org/reviewed-preprints/101959v3 Inference technique for the synaptic conductances in rhythmically active networks and application... for the https://elifesciences.org/articles/92892 The neural correlates of novelty and variability in human decision-making under an active inference... Neurobehavioral data combined with computational models shows the superiority of active inference models in explaining human decisions under uncertainty. https://openreview.net/forum?id=duVF6odtBO Robust Sampling for Active Statistical Inference | OpenReview Active statistical inference is a new method for inference with AI-assisted data collection. Given a budget on the number of labeled data points that can be... statistical inference robust sampling active openreview