| Empowerment: A universal agent-centric measure of control AS Klyubin, D Polani, CL Nehaniv 2005 ieee congress on evolutionary computation 1, 128-135, 2005 | 333 | 2005 |
| Information flows in causal networks N Ay, D Polani Advances in complex systems 11 (01), 17-41, 2008 | 312 | 2008 |
| Information theory of decisions and actions N Tishby, D Polani Perception-action cycle: Models, architectures, and hardware, 601-636, 2010 | 307 | 2010 |
| Empowerment–an introduction C Salge, C Glackin, D Polani Guided Self-Organization: Inception, 67-114, 2014 | 183 | 2014 |
| Bivariate measure of redundant information M Harder, C Salge, D Polani Physical Review E 87 (1), 012130, 2013 | 177 | 2013 |
| All else being equal be empowered AS Klyubin, D Polani, CL Nehaniv Advances in Artificial Life: 8th European Conference, ECAL 2005, Canterbury …, 2005 | 159 | 2005 |
| Keep your options open: An information-based driving principle for sensorimotor systems AS Klyubin, D Polani, CL Nehaniv PloS one 3 (12), e4018, 2008 | 126 | 2008 |
| Empowerment for continuous agent—environment systems T Jung, D Polani, P Stone Adaptive Behavior 19 (1), 16-39, 2011 | 115 | 2011 |
| From unknown sensors and actuators to actions grounded in sensorimotor perceptions LA Olsson, CL Nehaniv, D Polani Connection Science 18 (2), 121-144, 2006 | 110 | 2006 |
| Learning competitive pricing strategies by multi-agent reinforcement learning E Kutschinski, T Uthmann, D Polani Journal of Economic Dynamics and Control 27 (11-12), 2207-2218, 2003 | 103 | 2003 |
| Information: currency of life? D Polani HFSP journal 3 (5), 307-316, 2009 | 96 | 2009 |
| Modelling the emergence of possession norms using memes F Flentge, D Polani, T Uthmann Journal of Artificial Societies and Social Simulation, 2001 | 85 | 2001 |
| Changing the environment based on empowerment as intrinsic motivation C Salge, C Glackin, D Polani Entropy 16 (5), 2789-2819, 2014 | 80 | 2014 |
| Representations of space and time in the maximization of information flow in the perception-action loop AS Klyubin, D Polani, CL Nehaniv Neural computation 19 (9), 2387-2432, 2007 | 80 | 2007 |
| Organization of the information flow in the perception-action loop of evolved agents AS Klyubin, D Polani, CL Nehaniv Proceedings. 2004 NASA/DoD Conference on Evolvable Hardware, 2004., 177-180, 2004 | 76 | 2004 |
| Relevant information in optimized persistence vs. progeny strategies D Polani, CL Nehaniv, T Martinetz, JT Kim In: Artificial Life X: Proceedings of the Tenth International Conference on …, 2006 | 68 | 2006 |
| An information-theoretic approach for the quantification of relevance D Polani, T Martinetz, J Kim Advances in Artificial Life: 6th European Conference, ECAL 2001 Prague …, 2001 | 63 | 2001 |
| Tracking information flow through the environment: Simple cases of stigmerg AS Klyubin, D Polani, CL Nehaniv In: Artificial Life IX: Proceedings of the Ninth International Conference on …, 2004 | 59 | 2004 |
| Measures for the organization of self-organizing maps D Polani Self-Organizing neural networks: recent advances and applications, 13-44, 2002 | 52 | 2002 |
| Maximization of potential information flow as a universal utility for collective behaviour P Capdepuy, D Polani, CL Nehaniv 2007 IEEE Symposium on Artificial Life, 207-213, 2007 | 51 | 2007 |
