Recasting Arrow's Impossibility Theorem as Gödelian Incomputability. - Livson, Ori; Prokopenko, Mikhail (CoRR, 2025)

Biological arrow of time: Emergence of tangled information hierarchies and self-modelling dynamics. - Prokopenko, Mikhail; Davies, Paul C. W.; Harré, Michael; Heisler, Marcus; Kuncic, Zdenka; Lewis, Geraint F.; Livson, Ori; Lizier, Joseph T.; Rosas, Fernando E. (CoRR, 2024)

An Ansatz for Computational Undecidability in RNA Automata. - Svahn, Adam J.; Prokopenko, Mikhail (Artif. Life, 2023)

Optimising cost-effectiveness of pandemic response under partial intervention measures. - Nguyen, Quang Dang; Prokopenko, Mikhail (CoRR, 2022)

Bounded strategic reasoning explains crisis emergence in multi-agent market games. - Evans, Benjamin Patrick; Prokopenko, Mikhail (CoRR, 2022)

Persistence of the Omicron variant of SARS-CoV-2 in Australia: The impact of fluctuating social distancing. - Chang, Sheryl Le; Nguyen, Quang Dang; Martiniuk, Alexandra; Sintchenko, Vitali; Sorrell, Tania C.; Prokopenko, Mikhail (CoRR, 2022)

Diffusive Resettlement: Irreversible Urban Transitions in Closed Systems. - Slavko, Bohdan; Prokopenko, Mikhail; Glavatskiy, Kirill (Entropy, 2021)

A Maximum Entropy Model of Bounded Rational Decision-Making with Prior Beliefs and Market Feedback. - Evans, Benjamin Patrick; Prokopenko, Mikhail (Entropy, 2021)

Thermodynamic Efficiency of Interactions in Self-Organizing Systems. - Nigmatullin, Ramil; Prokopenko, Mikhail (Entropy, 2021)

A maximum entropy model of bounded rational decision-making with prior beliefs and market feedback. - Evans, Benjamin Patrick; Prokopenko, Mikhail (CoRR, 2021)

Bounded rationality for relaxing best response and mutual consistency: An information-theoretic model of partial self-reference. - Evans, Benjamin Patrick; Prokopenko, Mikhail (CoRR, 2021)

Nowcasting transmission and suppression of the Delta variant of SARS-CoV-2 in Australia. - Chang, Sheryl Le; Cliff, Oliver M.; Zachreson, Cameron; Prokopenko, Mikhail (CoRR, 2021)

Phase Transitions in Spatial Connectivity during Influenza Pandemics. - Harding, Nathan; Spinney, Richard E.; Prokopenko, Mikhail (Entropy, 2020)

Structure-Preserving Imitation Learning With Delayed Reward: An Evaluation Within the RoboCup Soccer 2D Simulation Environment. - Nguyen, Quang Dang; Prokopenko, Mikhail (Frontiers Robotics AI, 2020)

Inferring evolutionary pathways and directed genotype networks of foodborne pathogens. - Cliff, Oliver M.; Mclean, Natalia; Sintchenko, Vitali; Fair, Kristopher M.; Sorrell, Tania C.; Kauffman, Stuart A.; Prokopenko, Mikhail (PLoS Comput. Biol., 2020)

Modelling transmission and control of the COVID-19 pandemic in Australia. - Chang, Sheryl Le; Harding, Nathan; Zachreson, Cameron; Cliff, Oliver M.; Prokopenko, Mikhail (CoRR, 2020)

An Ansatz for undecidable computation in RNA-world automata. - Svahn, Adam J.; Prokopenko, Mikhail (CoRR, 2020)

The impact of social influence in Australian real-estate: market forecasting with a spatial agent-based model. - Evans, Benjamin Patrick; Glavatskiy, Kirill; Harré, Michael S.; Prokopenko, Mikhail (CoRR, 2020)

Gliders2d: Source Code Base for RoboCup 2D Soccer Simulation League. - Prokopenko, Mikhail; Wang, Peter (2019)

Fractals2019: Combinatorial Optimisation with Dynamic Constraint Annealing. - Prokopenko, Mikhail; Wang, Peter (2019)

Fractals2019: Combinatorial Optimisation with Dynamic Constraint Annealing. - Prokopenko, Mikhail; Wang, Peter (CoRR, 2019)

Minimising the Kullback-Leibler Divergence for Model Selection in Distributed Nonlinear Systems. - Cliff, Oliver M.; Prokopenko, Mikhail; Fitch, Robert (Entropy, 2018)

Investigating spatiotemporal dynamics and synchrony of influenza epidemics in Australia: An agent-based modelling approach. - Cliff, Oliver M.; Harding, Nathan; Piraveenan, Mahendra; Erten, E. Yagmur; Gambhir, Manoj; Prokopenko, Mikhail (Simul. Model. Pract. Theory, 2018)

Informative and misinformative interactions in a school of fish. - Crosato, Emanuele; Jiang, Li; Lecheval, Valentin; Lizier, Joseph T.; Wang, X. Rosalind; Tichit, Pierre; Theraulaz, Guy; Prokopenko, Mikhail (Swarm Intell., 2018)

Investigating Spatiotemporal Dynamics and Synchrony of Influenza Epidemics in Australia: An Agent-Based Modelling Approach. - Cliff, Oliver M.; Harding, Nathan; Piraveenan, Mahendra; Erten, E. Yagmur; Gambhir, Manoj; Prokopenko, Mikhail (CoRR, 2018)

Creating a surrogate commuter network from Australian Bureau of Statistics census data. - Fair, Kristopher M.; Zachreson, Cameron; Prokopenko, Mikhail (CoRR, 2018)

Gliders2d: Source Code Base for RoboCup 2D Soccer Simulation League. - Prokopenko, Mikhail; Wang, Peter (CoRR, 2018)

Quantifying Long-Range Interactions and Coherent Structure in Multi-Agent Dynamics. - Cliff, Oliver M.; Lizier, Joseph T.; Wang, X. Rosalind; Wang, Peter; Obst, Oliver; Prokopenko, Mikhail (Artif. Life, 2017)

Quantifying the impact of communication on performance in multi-agent teams. - Zuparic, Mathew; Jauregui, Victor; Prokopenko, Mikhail; Yue, Yi (Artif. Life Robotics, 2017)

Criticality and Information Dynamics in Epidemiological Models. - Erten, E. Yagmur; Lizier, Joseph T.; Piraveenan, Mahendra; Prokopenko, Mikhail (Entropy, 2017)

Complexity, Criticality and Computation. - Prokopenko, Mikhail (Entropy, 2017)

Instability of Mixed Nash Equilibria in Generalised Hawk-Dove Game: A Project Conflict Management Scenario. - Chang, Sheryl Le; Prokopenko, Mikhail (Games, 2017)

RoboCup 2D Soccer Simulation League: Evaluation Challenges. - Prokopenko, Mikhail; Wang, Peter; Marian, Sebastian; Bai, Aijun; Li, Xiao; Chen, Xiaoping (2017)

Informative and misinformative interactions in a school of fish. - Crosato, Emanuele; Jiang, Li; Lecheval, Valentin; Lizier, Joseph T.; Wang, X. Rosalind; Tichit, Pierre; Theraulaz, Guy; Prokopenko, Mikhail (CoRR, 2017)

RoboCup 2D Soccer Simulation League: Evaluation Challenges. - Prokopenko, Mikhail; Wang, Peter; Marian, Sebastian; Bai, Aijun; Li, Xiao; Chen, Xiaoping (CoRR, 2017)

Entropy production and flux during collective motion near criticality. - Crosato, Emanuele; Nigmatullin, Ramil; Lizier, Joseph T.; Prokopenko, Mikhail (CoRR, 2017)

Self-referential basis of undecidable dynamics: from The Liar Paradox and The Halting Problem to The Edge of Chaos. - Prokopenko, Mikhail; Harré, Michael; Lizier, Joseph T.; Boschetti, Fabio; Peppas, Pavlos; Kauffman, Stuart A. (CoRR, 2017)

An Information Criterion for Inferring Coupling of Distributed Dynamical Systems. - Cliff, Oliver M.; Prokopenko, Mikhail; Fitch, Robert (Frontiers Robotics AI, 2016)

Disruptive Innovations in RoboCup 2D Soccer Simulation League: From Cyberoos'98 to Gliders2016. - Prokopenko, Mikhail; Wang, Peter (2016)

Learning the Structure of Nonlinear Dynamical Networks: An Information-Theoretic Perspective. - Cliff, Oliver M.; Prokopenko, Mikhail; Fitch, Robert (CoRR, 2016)

Transfer entropy in continuous time, with applications to jump and neural spiking processes. - Spinney, Richard E.; Prokopenko, Mikhail; Lizier, Joseph T. (CoRR, 2016)

Inferring Coupling of Distributed Dynamical Systems via Transfer Entropy. - Cliff, Oliver M.; Prokopenko, Mikhail; Fitch, Robert (CoRR, 2016)

Disruptive innovations in RoboCup 2D Soccer Simulation League: from Cyberoos'98 to Gliders2016. - Prokopenko, Mikhail; Wang, Peter (CoRR, 2016)

RoboCup Simulation Leagues: Enabling Replicable and Robust Investigation of Complex Robotic Systems. - Budden, David M.; Wang, Peter; Obst, Oliver; Prokopenko, Mikhail (IEEE Robotics Autom. Mag., 2015)

Kick Extraction for Reducing Uncertainty in RoboCup Logs. - Nakashima, Tomoharu; Mifune, Satoshi; Henrio, Jordan; Obst, Oliver; Wang, Peter; Prokopenko, Mikhail (2015)

Entropy Methods in Guided Self-Organisation. - Prokopenko, Mikhail; Gershenson, Carlos (Entropy, 2014)

Grand Challenges for Computational Intelligence. - Prokopenko, Mikhail (Frontiers Robotics AI, 2014)

Simulation Leagues: Analysis of Competition Formats. - Budden, David M.; Wang, Peter; Obst, Oliver; Prokopenko, Mikhail (2014)

Simulation leagues: Analysis of competition formats. - Budden, David M.; Wang, Peter; Obst, Oliver; Prokopenko, Mikhail (CoRR, 2014)

Information Transfer in Swarms with Leaders. - Sun, Yu; Rossi, Louis F.; Shen, Chien-Chung; Miller, Jennifer M.; Wang, X. Rosalind; Lizier, Joseph T.; Prokopenko, Mikhail; Senanayake, Upul (CoRR, 2014)

Simulation leagues: Enabling replicable and robust investigation of complex robotic systems. - Budden, David M.; Wang, Peter; Obst, Oliver; Prokopenko, Mikhail (CoRR, 2014)

Information and Self-Organization of Behavior. - Polani, Daniel; Prokopenko, Mikhail; Yaeger, Larry S. (Adv. Complex Syst., 2013)

On Thermodynamic Interpretation of Transfer Entropy. - Prokopenko, Mikhail; Lizier, Joseph T.; Price, Don (Entropy, 2013)

Are motorways rational from slime mould's point of view? - Adamatzky, Andrew; Akl, Selim G.; Alonso-Sanz, Ramón; Dessel, Wesley van; Ibrahim, Zuwairie; Ilachinski, Andrew; Jones, Jeff; Kayem, Anne V. D. M.; Martínez, Genaro Juárez; Oliveira, Pedro Paulo Balbi de; Prokopenko, Mikhail; Schubert, Theresa; et al. (Int. J. Parallel Emergent Distributed Syst., 2013)

Information dynamics at the edge of chaos: Measures, examples, and principles. - Prokopenko, Mikhail (2013)

Towards Quantifying Interaction Networks in a Football Match. - Cliff, Oliver M.; Lizier, Joseph T.; Wang, X. Rosalind; Wang, Peter; Obst, Oliver; Prokopenko, Mikhail (2013)

Improved Particle Filtering for Pseudo-Uniform Belief Distributions in Robot Localisation. - Budden, David M.; Prokopenko, Mikhail (2013)

Local measures of information storage in complex distributed computation. - Lizier, Joseph T.; Prokopenko, Mikhail; Zomaya, Albert Y. (Inf. Sci., 2012)

On congruity of nodes and assortative information content in complex networks. - Piraveenan, Mahendra; Prokopenko, Mikhail; Zomaya, Albert Y. (Networks Heterog. Media, 2012)

Slime mould evaluation of Australian motorways. - Adamatzky, Andrew; Prokopenko, Mikhail (Int. J. Parallel Emergent Distributed Syst., 2012)

Assortative Mixing in Directed Biological Networks. - Mahendra, Piraveenan; Prokopenko, Mikhail; Zomaya, Albert Y. (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Guided self-organization: perception-action loops of embodied systems. - Ay, Nihat; Der, Ralf; Prokopenko, Mikhail (Theory Biosci., 2012)

Information-driven self-organization: the dynamical system approach to autonomous robot behavior. - Ay, Nihat; Bernigau, Holger; Der, Ralf; Prokopenko, Mikhail (Theory Biosci., 2012)

Coherent information structure in complex computation. - Lizier, Joseph T.; Prokopenko, Mikhail; Zomaya, Albert Y. (Theory Biosci., 2012)

Are motorways rational from slime mould's point of view? - Adamatzky, Andrew; Akl, Selim G.; Alonso-Sanz, Ramón; Dessel, Wesley van; Ibrahim, Zuwairie; Ilachinski, Andrew; Jones, Jeff; Kayem, Anne V. D. M.; Martínez, Genaro Juárez; Oliveira, Pedro Paulo Balbi de; Prokopenko, Mikhail; Schubert, Theresa; et al. (CoRR, 2012)

Gliders2012: Development and Competition Results - Moore, Edward; Obst, Oliver; Prokopenko, Mikhail; Wang, Peter; Held, Jason (CoRR, 2012)

Complex Networks. - Gershenson, Carlos; Prokopenko, Mikhail (Artif. Life, 2011)

Information Dynamics in Small-World Boolean Networks. - Lizier, Joseph T.; Pritam, Siddharth; Prokopenko, Mikhail (Artif. Life, 2011)

Fisher Information at the Edge of Chaos in Random Boolean Networks. - Wang, X. Rosalind; Lizier, Joseph T.; Prokopenko, Mikhail (Artif. Life, 2011)

Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivity. - Lizier, Joseph T.; Heinzle, Jakob; Horstmann, Annette; Haynes, John-Dylan; Prokopenko, Mikhail (J. Comput. Neurosci., 2011)

Computational capabilities of small-world Boolean networks. - Lizier, Joseph T.; Pritam, Siddharth; Prokopenko, Mikhail (2011)

Measuring information storage and transfer in swarms. - Wang, X. Rosalind; Miller, Jennifer M.; Lizier, Joseph T.; Prokopenko, Mikhail; Rossi, Louis F. (2011)

Complex Networks - Gershenson, Carlos; Prokopenko, Mikhail (CoRR, 2011)

A Fisher Information Study of Phase Transitions in Random Boolean Networks. - Wang, X. Rosalind; Lizier, Joseph T.; Prokopenko, Mikhail (2010)

Classifying Complex Networks using Unbiased Local Assortativity. - Piraveenan, Mahendra; Prokopenko, Mikhail; Zomaya, Albert Y. (2010)

Information and Self-Organization: A Macroscopic Approach to Complex Systems, (3rd enlarged ed.). H. Haken. (2006, Springer.) EUR79.95 (hardcover), 262 pages. ISBN: 978-3-540-33021-9. - Prokopenko, Mikhail (Artif. Life, 2009)

An information-theoretic primer on complexity, self-organization, and emergence. - Prokopenko, Mikhail; Boschetti, Fabio; Ryan, Alex J. (Complex., 2009)

Decentralised decision making in heterogeneous teams using anonymous optimisation. - Mathews, George M.; Durrant-Whyte, Hugh F.; Prokopenko, Mikhail (Robotics Auton. Syst., 2009)

Origins of Scaling in Genetic Code. - Obst, Oliver; Polani, Daniel; Prokopenko, Mikhail (2009)

Functional and Structural Topologies in Evolved Neural Networks. - Lizier, Joseph T.; Mahendra, Piraveenan; Pradhana, Dany; Prokopenko, Mikhail; Yaeger, Larry S. (2009)

Optimising Sensor Layouts for Direct Measurement of Discrete Variables. - Wang, X. Rosalind; Mathews, George M.; Price, Don; Prokopenko, Mikhail (2009)

Optimizing Associative Information Transfer within Content-addressable Memory. - Prokopenko, Mikhail; Polani, Daniel; Wang, Peter (Int. J. Unconv. Comput., 2008)

Emergence of Glider-like Structures in a Modular Robotic System. - Lizier, Joseph T.; Prokopenko, Mikhail; Tanev, Ivan; Zomaya, Albert Y. (2008)

The Information Dynamics of Phase Transitions in Random Boolean Networks. - Lizier, Joseph T.; Prokopenko, Mikhail; Zomaya, Albert Y. (2008)

Modelling Stigmergic Gene Transfer. - Polani, Daniel; Prokopenko, Mikhail; Chadwick, Matthew (2008)

Spatiotemporal Anomaly Detection in Gas Monitoring Sensor Networks. - Wang, X. Rosalind; Lizier, Joseph T.; Obst, Oliver; Prokopenko, Mikhail; Wang, Peter (2008)

Using Echo State Networks for Anomaly Detection in Underground Coal Mines. - Obst, Oliver; Wang, X. Rosalind; Prokopenko, Mikhail (2008)

Homeotaxis: Coordination with Persistent Time-Loops. - Prokopenko, Mikhail; Zeman, Astrid; Li, Rongxin (2008)

Adaptive Control of Distributed Energy Management: A Comparative Study. - Zeman, Astrid; Prokopenko, Mikhail; Guo, Ying; Li, Rongxin (2008)

Design vs. Self-organization. - Prokopenko, Mikhail (2008)

Decentralized Decision Making for Multiagent Systems. - Mathews, George M.; Durrant-Whyte, Hugh F.; Prokopenko, Mikhail (2008)

Decentralized Multi-Agent Clustering in Scale-free Sensor Networks. - Mahendra, Piraveenan; Prokopenko, Mikhail; Wang, Peter; Zeman, Astrid (2008)

Advances in Applied Self-organizing Systems (Springer, 2008)

A framework for the local information dynamics of distributed computation in complex systems. - Lizier, Joseph T.; Prokopenko, Mikhail; Zomaya, Albert Y. (CoRR, 2008)

Information Transfer by Particles in Cellular Automata. - Lizier, Joseph T.; Prokopenko, Mikhail; Zomaya, Albert Y. (2007)

Asynchronous gradient-based optimisation for team decision making. - Mathews, George M.; Durrant-Whyte, Hugh F.; Prokopenko, Mikhail (2007)

Emergence of Genetic Coding: An Information-Theoretic Model. - Mahendra, Piraveenan; Polani, Daniel; Prokopenko, Mikhail (2007)

Detecting Non-trivial Computation in Complex Dynamics. - Lizier, Joseph T.; Prokopenko, Mikhail; Zomaya, Albert Y. (2007)

Information-Cloning of Scale-Free Networks. - Mahendra, Piraveenan; Prokopenko, Mikhail; Zomaya, Albert Y. (2007)

Clustering Distributed Energy Resources for Large-Scale Demand Management. - Ogston, Elth; Zeman, Astrid; Prokopenko, Mikhail; James, Geoff (2007)

A preferential semantics for causal reasoning about action. - Prokopenko, Mikhail (Ann. Math. Artif. Intell., 2006)

Symbiotic Sensor Networks in Complex Underwater Terrains: A Simulation Framework. - Gerasimov, Vadim; Healy, Gerry; Prokopenko, Mikhail; Wang, Peter; Zeman, Astrid (2006)

Predicting Cluster Formation in Decentralized Sensor Grids. - Zeman, Astrid; Prokopenko, Mikhail (2006)

Scalable Decentralised Decision Making and Optimisation in Heterogeneous Teams. - Mathews, George M.; Durrant-Whyte, Hugh F.; Prokopenko, Mikhail (2006)

Evolving Spatiotemporal Coordination in a Modular Robotic System. - Prokopenko, Mikhail; Gerasimov, Vadim; Tanev, Ivan (2006)

Optimizing Potential Information Transfer with Self-referential Memory. - Prokopenko, Mikhail; Polani, Daniel; Wang, Peter (2006)

Self-Organizing Hierarchies in Sensor and Communication Networks. - Prokopenko, Mikhail; Wang, Peter; Valencia, Philip; Price, Don; Foreman, Mark; Farmer, Anthony (Artif. Life, 2005)

On connectivity of reconfigurable impact networks in ageless aerospace vehicles. - Prokopenko, Mikhail; Wang, Peter; Foreman, Mark; Valencia, Philip; Price, Don; Poulton, Geoff (Robotics Auton. Syst., 2005)

On Decentralised Clustering in self-monitoring networks. - rajah, Piraveenan Mahendra; Prokopenko, Mikhail; Wang, Peter; Price, Don (2005)

On Convergence of Dynamic Cluster Formation in Multi-agent Networks. - Prokopenko, Mikhail; rajah, Piraveenan Mahendra; Wang, Peter (2005)

Complexity Metrics for Self-monitoring Impact Sensing Networks. - Prokopenko, Mikhail; Wang, Peter; Price, Don (2005)

On Self-organising Diagnostics in Impact Sensing Networks. - Prokopenko, Mikhail; Wang, Peter; Scott, Andrew; Gerasimov, Vadim; Hoschke, Nigel; Price, Don (2005)

Defining and Detecting Emergence in Complex Networks. - Boschetti, Fabio; Prokopenko, Mikhail; Macreadie, Ian; Grisogono, Anne-Marie (2005)

Measuring Global Behaviour of Multi-agent Systems from Pair-Wise Mutual Information. - Mathews, George M.; Durrant-Whyte, Hugh F.; Prokopenko, Mikhail (2005)

Towards Adaptive Clustering in Self-monitoring Multi-agent Networks. - rajah, Piraveenan Mahendra; Prokopenko, Mikhail; Wang, Peter; Price, Don (2005)

Self-organising impact boundaries in ageless aerospace vehicles. - Lovatt, Howard; Poulton, Geoff; Price, Don; Prokopenko, Mikhail; Valencia, Philip; Wang, Peter (2003)

Phase Transitions in Self-Organising Sensor Networks. - Foreman, Mark; Prokopenko, Mikhail; Wang, Peter (2003)

Evaluating Team Performance at the Edge of Chaos. - Prokopenko, Mikhail; Wang, Peter (2003)

Relating the Entropy of Joint Beliefs to Multi-agent Coordination. - Prokopenko, Mikhail; Wang, Peter (2002)

Cyberoos'2001: "Deep Behaviour Projection" Agent Architecture. - Prokopenko, Mikhail; Wang, Peter; Howard, Thomas (2001)

A Unifying Semantics for Causal Ramifications. - Prokopenko, Mikhail; Pagnucco, Maurice; Peppas, Pavlos; Nayak, Abhaya C. (2000)

Flexible Synchronisation within RoboCup Environment: A Comparative Analysis. - Butler, Marc; Prokopenko, Mikhail; Howard, Thomas (2000)

On Emergence of Scalable Tactical and Strategic Behavior. - Prokopenko, Mikhail; Butler, Marc; Howard, Thomas (2000)

Causal Propagation Semantics - A Study. - Prokopenko, Mikhail; Pagnucco, Maurice; Peppas, Pavlos; Nayak, Abhaya C. (1999)

Preferential Semantics for Causal Systems. - Peppas, Pavlos; Pagnucco, Maurice; Prokopenko, Mikhail; Foo, Norman Y.; Nayak, Abhaya C. (1999)

Cyberoos'99: Tactical Agents in the RoboCup Simulation League. - Prokopenko, Mikhail; Butler, Marc; Wong, Wai Yat; Howard, Thomas (1999)

Preferential Semantics for Causal Fixpoints. - Peppas, Pavlos; Pagnucco, Maurice; Prokopenko, Mikhail; Foo, Norman Y. (1997)

Revision vs. Update: Taking a Closer Look. - Peppas, Pavlos; Nayak, Abhaya C.; Pagnucco, Maurice; Foo, Norman Y.; Kwok, Rex Bing Hung; Prokopenko, Mikhail (1996)

Modelling intertia in action languages. - Prokopenko, Mikhail; Peppas, Pavlos (1996)