Daniel Polani

Daniel Polani

University of Hertfordshire

H-index: 36

Europe-United Kingdom

About Daniel Polani

Daniel Polani, With an exceptional h-index of 36 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Hertfordshire, specializes in the field of Artificial Life, Artificial Intelligence, Information Theory, Minimally Cognitive Agents, Embodiment.

His recent articles reflect a diverse array of research interests and contributions to the field:

Mapping the Mind-Brain Duality to a Digital-Analog Perceptual Duality

Software in the natural world: A computational approach to emergence in complex multi-level systems

Dimensionality Reduction of Dynamics on Lie Manifolds via Structure-Aware Canonical Correlation Analysis

The Effect of Noise on the Emergence of Continuous Norms and its Evolutionary Dynamics

Leveraging Empowerment to Model Tool Use in Reinforcement Learning

Emergence of common concepts, symmetries and conformity in agent groups—an information-theoretic model

Spatial, Social and Data Gaps in On-Demand Mobility Services: Towards a Supply-Oriented MaaS

Towards Information Theory-Based Discovery of Equivariances

Daniel Polani Information

University

Position

Professor of Artificial Intelligence School of Computer Science

Citations(all)

5069

Citations(since 2020)

1797

Cited By

4204

hIndex(all)

36

hIndex(since 2020)

19

i10Index(all)

99

i10Index(since 2020)

34

Email

University Profile Page

University of Hertfordshire

Google Scholar

View Google Scholar Profile

Daniel Polani Skills & Research Interests

Artificial Life

Artificial Intelligence

Information Theory

Minimally Cognitive Agents

Embodiment

Top articles of Daniel Polani

Title

Journal

Author(s)

Publication Date

Mapping the Mind-Brain Duality to a Digital-Analog Perceptual Duality

arXiv preprint arXiv:2404.05732

Ehud Ahissar

Daniel Polani

Merav Ahissar

2024/2/20

Software in the natural world: A computational approach to emergence in complex multi-level systems

arXiv preprint arXiv:2402.09090

Fernando E Rosas

Bernhard C Geiger

Andrea I Luppi

Anil K Seth

Daniel Polani

...

2024/2/14

Dimensionality Reduction of Dynamics on Lie Manifolds via Structure-Aware Canonical Correlation Analysis

arXiv preprint arXiv:2311.10327

Wooyoung Chung

Daniel Polani

Stas Tiomkin

2023/11/17

The Effect of Noise on the Emergence of Continuous Norms and its Evolutionary Dynamics

Stavros Anagnou

Daniel Polani

Christoph Salge

2023/7/24

Leveraging Empowerment to Model Tool Use in Reinforcement Learning

Faizan Rasheed

Daniel Polani

Nicola Catenacci Volpi

2023/11/9

Emergence of common concepts, symmetries and conformity in agent groups—an information-theoretic model

Interface Focus

Marco Möller

Daniel Polani

2023/4/14

Spatial, Social and Data Gaps in On-Demand Mobility Services: Towards a Supply-Oriented MaaS

arXiv preprint arXiv:2303.03881

Ronit Purian

Daniel Polani

2023/2/20

Towards Information Theory-Based Discovery of Equivariances

arXiv preprint arXiv:2310.16555

Hippolyte Charvin

Nicola Catenacci Volpi

Daniel Polani

2023/10/25

Skilled motor control of an inverted pendulum implies low entropy of states but high entropy of actions

PLoS Computational Biology

Nicola Catenacci Volpi

Martin Greaves

Dari Trendafilov

Christoph Salge

Giovanni Pezzulo

...

2023/1/6

Exact and Soft Successive Refinement of the Information Bottleneck

Entropy

Hippolyte Charvin

Nicola Catenacci Volpi

Daniel Polani

2023/9/19

Successive Refinement in Continual Learning: A Study on Spatial Representations

Nicola Catenacci Volpi

Hippolyte Charvin

Daniel Polani

2023

Sensorimotor Foundations of Social Cognition

Frontiers in Human Neuroscience

Andreas K Engel

Paul FMJ Verschure

Danica Kragic

Daniel Polani

Alfred O Effenberg

...

2022/7/8

Understanding the Informational Structure of the Past-Future Bottleneck of a Controlled Linear System

Hippolyte Charvin

Nicola Catenacci Volpi

Daniel Polani

2022

An Argument for Living in the Suburbs

Simeon Nelson

Daniel Polani

2022/6/16

A space of goals: the cognitive geometry of informationally bounded agents

Royal Society Open Science

Karen Archer

Nicola Catenacci Volpi

Franziska Bröker

Daniel Polani

2022/12/7

Robot curiosity in human-robot interaction (RCHRI)

Ali Ayub

Marcus Scheunemann

Christoforos Mavrogiannis

Jimin Rhim

Kerstin Dautenhahn

...

2022/3/7

Successive Refinement and Coarsening of the Information Bottleneck

Hippolyte Charvin

Daniel Polani

Nicola Catenacci Volpi

2022

Human perception of intrinsically motivated autonomy in human-robot interaction

arXiv preprint arXiv:2002.05936

Marcus M Scheunemann

Christoph Salge

Daniel Polani

Kerstin Dautenhahn

2020/2/14

The Information Complexity of Navigating with Momentum

Bente Riegler

Daniel Polani

Volker Steuber

2022/7/18

Intrinsic Motivation in Dynamical Control Systems

arXiv preprint arXiv:2301.00005

Stas Tiomkin

Ilya Nemenman

Daniel Polani

Naftali Tishby

2022/12/29

See List of Professors in Daniel Polani University(University of Hertfordshire)