Active Inference Third International Workshop, IWAI 2022, Grenoble, France, September 19, 2022, Revised Selected Papers /
This volume constitutes the papers of the 3rd International Workshop on Active Inference, IWAI 2022, held in Grenoble, France, in conjunction with ECML/PKDD, on September 19, 2022. The 25 revised full papers presented in this book were carefully reviewed and selected from 31 submissions.
-д хадгалсан:
| Байгууллагын зохиогч: | |
|---|---|
| Бусад зохиолчид: | , , , , , , |
| Формат: | Цахим Цахим ном |
| Хэл сонгох: | англи |
| Хэвлэсэн: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2023.
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| Хэвлэл: | 1st ed. 2023. |
| Цуврал: | Communications in Computer and Information Science,
1721 |
| Нөхцлүүд: | |
| Онлайн хандалт: | https://doi.org/10.1007/978-3-031-28719-0 |
| Шошгууд: |
Шошго нэмэх
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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Агуулга:
- Preventing Deterioration of Classification Accuracy in Predictive Coding Networks
- Interpreting systems as solving POMDPs: a step towards a formal understanding of agency
- Disentangling Shape and Pose for Object-Centric Deep Active Inference Models
- Object-based Active Inference
- Knitting a Markov blanket is hard when you are out-of-equilibrium: two examples in canonical nonequilibrium models
- Spin glass systems as collective active inference
- Mapping Husserlian phenomenology onto active inference
- The Role of Valence and Meta-awareness in Mirror Self-recognition Using Hierarchical Active Inference
- World model learning from demonstrations with active inference: application to driving behavior
- Active Blockference: cadCAD with Active Inference for cognitive systems modeling
- Active Inference Successor Representations
- Learning Policies for Continuous Control via Transition Models
- Attachment Theory in anActive Inference Framework: How Does Our Inner Model Take Shape?
- Capsule Networks as Generative Models
- Home run: finding your way home by imagining trajectories
- A Novel Model for Novelty: Modeling the Emergence of Innovation from Cumulative Culture
- Active Inference and Psychology of Expectations: A study of formalizing ViolEx
- AIXI, FEP-AI, and integrated world models: Towards a unified understanding of intelligence and consciousness
- Intention Modulation for Multi-Step Tasks in Continuous Time Active Inference
- Learning Generative Models for Active Inference using Tensor Networks
- A Worked Example of the Bayesian Mechanics of Classical Objects
- A message passing perspective on planning under Active Inference
- Efficient search of active inference policy spaces using k-means
- Value Cores for Inner and Outer Alignment: Simulating Personality Formation via Iterated Policy Selection and Preference Learning with Self-World Modeling Active Inference Agent
- Deriving time-averaged active inference from control principles.