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Daniel Polani

Information Flows in Causal Networks
2008 · NIHAT AY, DANIEL POLANI · Advances in Complex Systems · 282
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Empowerment: A Universal Agent-Centric Measure of Control
2005 · A.S. Klyubin, D. Polani, et al. · IEEE Congress on Evolutionary Computation (CEC) · 274
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Information Theory of Decisions and Actions
2010 · Naftali Tishby, Daniel Polani · Springer eBooks · 255
Bivariate measure of redundant information
2013 · Malte Harder, Christoph Salge, et al. · Physical Review E · 209
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Empowerment–An Introduction
2013 · Christoph Salge, Cornelius Glackin, et al. · Emergence, complexity and computation · 152
All Else Being Equal Be Empowered
2005 · Alexander S. Klyubin, Daniel Polani, et al. · Lecture notes in computer science · 112
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Keep Your Options Open: An Information-Based Driving Principle for Sensorimotor Systems
2008 · Alexander S. Klyubin, Daniel Polani, et al. · PLoS ONE · 88
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From unknown sensors and actuators to actions grounded in sensorimotor perceptions
2006 · Lars A. Olsson, Chrystopher L. Nehaniv, et al. · Connection Science · 84
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Information: Currency of life?
2009 · Daniel Polani · HFSP journal · 83
Empowerment for continuous agent—environment systems
2011 · Tobias Jung, Daniel Polani, et al. · Adaptive Behavior · 81
Learning competitive pricing strategies by multi-agent reinforcement learning
2003 · Erich Kutschinski, Thomas Uthmann, et al. · Journal of Economic Dynamics and Control · 78
Representations of Space and Time in the Maximization of Information Flow in the Perception-Action Loop
2007 · Alexander S. Klyubin, Daniel Polani, et al. · Neural Computation · 72
Organization of the information flow in the perception-action loop of evolved agents
2004 · A.S. Klyubin, D. Polani, et al. · NASA/DoD Conference on Evolvable Hardware · 70
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Relevant information in optimized persistence vs. progeny strategies
2006 · Daniel Polani, Chrystopher L. Nehaniv, et al. · University of Hertfordshire Research Archive (University of Hertfordshire) · 60
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Modelling the Emergence of Possession Norms using Memes
2001 · Felix Flentge, Daniel Polani, et al. · University of Hertfordshire Research Archive (University of Hertfordshire) · 57
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Tracking Information Flow through the Environment: Simple Cases of Stigmerg
2004 · Alexander S. Klyubin, Daniel Polani, et al. · University of Hertfordshire Research Archive (University of Hertfordshire) · 42
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Measures for the Organization of Self-Organizing Maps
2002 · Daniel Polani · Studies in fuzziness and soft computing · 42
Empowerment As Replacement for the Three Laws of Robotics
2017 · Christoph Salge, Daniel Polani · Frontiers in Robotics and AI · 40
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RoboCup 2003: Robot Soccer World Cup VII
2004 · Polani, Daniel, Yoshida, Kazuo, et al. · Lecture notes in computer science · 39
Sensory channel grouping and structure from uninterpreted sensor data
2004 · L. Olsson, C.L. Nehaniv, et al. · NASA/DoD Conference on Evolvable Hardware · 38
Phase transitions in least-effort communications
2010 · Mikhail Prokopenko, Nihat Ay, et al. · Journal of Statistical Mechanics Theory and Experiment · 37
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An Information-Theoretic Approach for the Quantification of Relevance
2001 · Daniel Polani, Thomas Martinetz, et al. · Lecture notes in computer science · 37
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Widely Scalable Mobile Underwater Sonar Technology: An Overview of the H2020 WiMUST Project
2016 · Pedro Abreu, Gianluca Antonelli, et al. · Marine Technology Society Journal · 36
Kullback-Leibler Divergence
2013 · Daniel Polani · Springer eBooks · 35
How Information and Embodiment Shape Intelligent Information Processing
2007 · Daniel Polani, Olaf Sporns, et al. · Springer eBooks · 33
Works count: 335
Citation count: 3,763
H-index: 30
I10-index: 79
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