symbol-emergence hub

研究室

記号創発と集合的予測符号化に取り組む研究グループ。

Google DeepMind · United Kingdom

Google DeepMind — Multi-Agent Research

PI: (Multiple PIs)

Multi-agent learning and emergent communication research at DeepMind, spanning cooperation, competition, language emergence, and societal-scale simulations of intelligent agents.

(英語のみ)

Multi-agent Emergent Communication Reinforcement Learning
University College London · United Kingdom

Theoretical Neurobiology Group (Friston Lab)

PI: Karl Friston

The Wellcome Trust Centre for Human Neuroimaging hosts the theoretical neurobiology group, which develops the free-energy principle and active inference as a unifying account of perception, action, and learning.

(英語のみ)

Active Inference Predictive Coding Free Energy Principle
New York University · United States

Human & Machine Learning Lab

PI: Brenden Lake

The lab develops computational models of how humans learn rich, structured concepts from limited experience, and how machines can do the same. Recent work has focused on systematic generalisation in neural networks.

(英語のみ)

Symbol Emergence Compositionality Cognitive Modeling
MIT CSAIL · United States

Improbable AI Lab

PI: Pulkit Agrawal

Research at the intersection of robot learning, multi-agent systems, and emergent behaviour. The lab studies how communication, coordination, and generalisation arise in embodied agents trained at scale.

(英語のみ)

Multi-agent Emergent Communication Robotics
Kyoto University / Ritsumeikan University · Japan

谷口研究室 — 記号創発システム

PI: Tadahiro Taniguchi

記号創発、マルチモーダルロボティクス、CPC 理論を中心に、感覚運動経験から 概念と言語がどのように立ち上がるかを研究している。

Symbol Emergence CPC Multimodal Learning Robotics