Babak Hodjat

According to our database, Babak Hodjat authored at least 28 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Domain-Independent Lifelong Problem Solving Through Distributed ALife Actors.

Babak Hodjat, Hormoz Shahrzad, Risto Miikkulainen

Artif. Life, 2024

AI and agents.

Babak Hodjat

AI Mag., 2024

2023

Discovering Effective Policies for Land-Use Planning.

Risto Miikkulainen, Olivier Francon, Daniel Young, Elliot Meyerson, Babak Hodjat

CoRR, 2023

2022

Evolution of Transparent Explainable Rule-sets.

Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen

CoRR, 2022

DIAS: A Domain-Independent Alife-Based Problem-Solving System.

Babak Hodjat, Hormoz Shahrzad, Risto Miikkulainen

CoRR, 2022

Evolving explainable rule sets.

Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

From Prediction to Prescription: Evolutionary Optimization of Nonpharmaceutical Interventions in the COVID-19 Pandemic.

Risto Miikkulainen, Olivier Francon, Elliot Meyerson, Xin Qiu, Darren Sargent, Elisa Canzani, Babak Hodjat

IEEE Trans. Evol. Comput., 2021

2020

From Prediction to Prescription: AI-Based Optimization of Non-Pharmaceutical Interventions for the COVID-19 Pandemic.

Risto Miikkulainen, Olivier Francon, Elliot Meyerson, Xin Qiu, Elisa Canzani, Babak Hodjat

CoRR, 2020

The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities.

Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Nick Cheney, Patryk Chrabaszcz, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Léni K. Le Goff, Laura M. Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E. Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E. Moriarty, Jean-Baptiste Mouret, Anh Nguyen, Charles Ofria, Marc Parizeau, David P. Parsons, Robert T. Pennock, William F. Punch, Thomas S. Ray, Marc Schoenauer, Eric Schulte, Karl Sims, Kenneth O. Stanley, François Taddei, Danesh Tarapore, Simon Thibault, Richard A. Watson, Westley Weimer, Jason Yosinski

Artif. Life, 2020

Ascend by Evolv: AI-Based Massively Multivariate Conversion Rate Optimization.

Risto Miikkulainen, Myles Brundage, Jonathan Epstein, Tyler Foster, Babak Hodjat, Neil Iscoe, Jingbo Jiang, Diego Legrand, Sam Nazari, Xin Qiu, Michael Scharff, Cory Schoolland, Robert Severn, Aaron Shagrin

AI Mag., 2020

Effective reinforcement learning through evolutionary surrogate-assisted prescription.

Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Hormoz Shahrzad

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

Better Future through AI: Avoiding Pitfalls and Guiding AI Towards its Full Potential.

Risto Miikkulainen, Bret Greenstein, Babak Hodjat, Jerry Smith

CoRR, 2019

Enhanced optimization with composite objectives and novelty pulsation.

Hormoz Shahrzad, Babak Hodjat, Camille Dollé, Andrei Denissov, Simon Lau, Donn Goodhew, Justin Dyer, Risto Miikkulainen

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Evolutionary neural AutoML for deep learning.

Jason Zhi Liang, Elliot Meyerson, Babak Hodjat, Daniel Fink, Karl Mutch, Risto Miikkulainen

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2017

Evolving Deep Neural Networks.

Risto Miikkulainen, Jason Zhi Liang, Elliot Meyerson, Aditya Rawal, Daniel Fink, Olivier Francon, Bala Raju, Hormoz Shahrzad, Arshak Navruzyan, Nigel Duffy, Babak Hodjat

CoRR, 2017

2016

PRETSL: Distributed Probabilistic Rule Evolution for Time-Series Classification.

Babak Hodjat, Hormoz Shahrzad, Risto Miikkulainen, Lawrence Murray, Chris C. Holmes

Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Estimating the Advantage of Age-Layering in Evolutionary Algorithms.

Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Distributed Age-Layered Novelty Search.

Risto Miikkulainen, Hormoz Shahrzad, Babak Hodjat

Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

2015

nPool: Massively Distributed Simultaneous Evolution and Cross-Validation in EC-Star.

Babak Hodjat, Hormoz Shahrzad

Proceedings of the Genetic Programming Theory and Practice XIII [GPTP 2015]., 2015

2014

Tackling the Boolean Multiplexer Function Using a Highly Distributed Genetic Programming System.

Hormoz Shahrzad, Babak Hodjat

Proceedings of the Genetic Programming Theory and Practice XII, 2014

2013

Maintenance of a Long Running Distributed Genetic Programming System for Solving Problems Requiring Big Data.

Babak Hodjat, Erik Hemberg, Hormoz Shahrzad, Una-May O'Reilly

Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013

2006

CRUSE: a context reactive natural language mobile interface.

Babak Hodjat, Siamak Hodjat, Nick Treadgold, Ing-Marie Jonsson

Proceedings of the 2nd International ICST Conference on Wireless Internet, 2006

2004

A Genetic Algorithm to Improve Agent-Oriented Natural Language Interpreters.

Babak Hodjat, Junichi Ito, Makoto Amamiya

Proceedings of the Genetic and Evolutionary Computation, 2004

2003

Iterative Statistical Language Model Generation for Use with an Agent-Oriented Natural Language Interface.

Babak Hodjat, Horacio Franco, Harry Bratt, Kristin Precoda, Andreas Stolcke, Anand Venkataraman, Dimitra Vergyri, Jing Zheng

Proceedings of the Human-Computer Interaction: Universal Access in HCI: Inclusive Design in the Information Society, 2003

2000

Introducing the Adaptive Agent Oriented Software Architecture and Its Application in Natural Language User Interfaces.

Babak Hodjat, Makoto Amamiya

Proceedings of the Agent-Oriented Software Engineering, First International Workshop, 2000

1998

The Self-Organizing Symbiotic Agent

Babak Hodjat, Makoto Amamiya

CoRR, 1998

Adaptive Interaction Using the Adaptive Agent Oriented Software Architecture (AAOSA)

Babak Hodjat, Makoto Amamiya

CoRR, 1998

An Adaptive Agent Oriented Software Architecture.

Babak Hodjat, Christopher J. Savoie, Makoto Amamiya

Proceedings of the PRICAI'98, 1998