Giovanni Pezzulo
- Active Inference: A Process Theory
2016/11/21 by Karl Friston, Thomas H. B. FitzGerald, Thomas FitzGerald +3 · 23 citations
Neuroscience · #Embodied and Extended Cognition #Memory and Neural Mechanisms #Neural dynamics and brain function
- Active Inference, homeostatic regulation and adaptive behavioural control
2015/11/01 by Giovanni Pezzulo, Francesco Rigoli, Karl Friston · 6 citations
- World Models and Predictive Coding for Cognitive and Developmental Robotics: Frontiers and Challenges
2023/01/14 by Tadahiro Taniguchi, Taniguchi, Tadahiro, Shingo Murata +19 · 9 citations
Computer Science · Neuroscience · #Computability, Logic, AI Algorithms #Cognitive Science and Education Research #Cognitive Science and Mapping
- Active Inference, Curiosity and Insight
2017/08/04 by Karl J. Friston, Karl Friston, Marco Lin +5 · 3 citations
Neuroscience · #Cognitive Science and Education Research #Embodied and Extended Cognition #Neural dynamics and brain function
- Generating meaning: active inference and the scope and limits of passive AI
2023/11/15 by Giovanni Pezzulo, Thomas Parr, Paul Cisek +2 · 1 voice · 5 citations
Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #Embodied and Extended Cognition #Psychiatry, Mental Health, Neuroscience
- The predictive nature of spontaneous brain activity across scales and species
2025/03/17 by Anastasia Dimakou, Giovanni Pezzulo, Andrea Zangrossi +1 · 1 voice · 4 citations
Neuroscience · #Functional Brain Connectivity Studies #Neural dynamics and brain function #EEG and Brain-Computer Interfaces
- Active Inference Tree Search in Large POMDPs
2021/03/25 by Domenico Maisto, Francesco Gregoretti, Maisto, Domenico +5 · 3 citations
Computer Science · #Machine Learning and Algorithms #AI-based Problem Solving and Planning #Explainable Artificial Intelligence (XAI)
- Neural representation in active inference: using generative models to interact with -- and understand -- the lived world
2023/10/23 by Giovanni Pezzulo, Leo D'Amato, Pezzulo, Giovanni +12 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Neuroscience · Psychology · #Action Observation and Synchronization #Embodied and Extended Cognition #q-bio.NC
- Integrating cognitive map learning and active inference for planning in ambiguous environments
2023/08/16 by Toon Van de Maele, Van de Maele, Toon, Bart Dhoedt +5 · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #Constraint Satisfaction and Optimization #FOS: Computer and information sciences
- Bootstrapping Life-Inspired Machine Intelligence: The Biological Route from Chemistry to Cognition and Creativity
2026/02/08 by Giovanni Pezzulo, Michael Levin · 3 voices · 1 citation
#q-bio.NC
- The geometry of efficient codes: how rate-distortion trade-offs distort the latent representations of generative models
2024/06/11 by Leo D’Amato, Gian Luca Lancia, D'Amato, Leo +3 · 2 citations
Computer Science · #Cellular Automata and Applications #Evolutionary Algorithms and Applications #FOS: Biological sciences #FOS: Computer and information sciences #Information Theory (cs.IT) #Neurons and Cognition (q-bio.NC)
- Neural sampling from cognitive maps enables goal-directed imagination and planning
2026/07/21 by Hui Lin, Yukun Yang, Rong Zhao +2 · 2 voices
#Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing