Babak Hodjat

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 23

Top Topics

Genetic Programming

Nearest Neighbor Classifiers

Evolutionary Optimization

Artificial Life

Top Venues

Publications

Babak Hodjat, Hormoz Shahrzad, Risto Miikkulainen
Domain-Independent Lifelong Problem Solving Through Distributed ALife Actors. Artif. Life 30 (2) (2024)
Babak Hodjat
AI and agents. AI Mag. 45 (2) (2024)
Risto Miikkulainen, Olivier Francon, Daniel Young, Elliot Meyerson, Babak Hodjat
Discovering Effective Policies for Land-Use Planning. CoRR (2023)
Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen
Evolving explainable rule sets. GECCO Companion (2022)
Babak Hodjat, Hormoz Shahrzad, Risto Miikkulainen
DIAS: A Domain-Independent Alife-Based Problem-Solving System. CoRR (2022)
Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen
Evolution of Transparent Explainable Rule-sets. CoRR (2022)
Risto Miikkulainen, Olivier Francon, Elliot Meyerson, Xin Qiu, Darren Sargent, Elisa Canzani, Babak Hodjat
From Prediction to Prescription: Evolutionary Optimization of Nonpharmaceutical Interventions in the COVID-19 Pandemic. IEEE Trans. Evol. Comput. 25 (2) (2021)
Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Hormoz Shahrzad
Effective reinforcement learning through evolutionary surrogate-assisted prescription. GECCO (2020)
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
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. Artif. Life 26 (2) (2020)
Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Hormoz Shahrzad
Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription. CoRR (2020)
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
Ascend by Evolv: AI-Based Massively Multivariate Conversion Rate Optimization. AI Mag. 41 (1) (2020)
Risto Miikkulainen, Olivier Francon, Elliot Meyerson, Xin Qiu, Elisa Canzani, Babak Hodjat
From Prediction to Prescription: AI-Based Optimization of Non-Pharmaceutical Interventions for the COVID-19 Pandemic. CoRR (2020)
Jason Zhi Liang, Elliot Meyerson, Babak Hodjat, Daniel Fink, Karl Mutch, Risto Miikkulainen
Evolutionary neural AutoML for deep learning. GECCO (2019)
Hormoz Shahrzad, Babak Hodjat, Camille Dollé, Andrei Denissov, Simon Lau, Donn Goodhew, Justin Dyer, Risto Miikkulainen
Enhanced Optimization with Composite Objectives and Novelty Pulsation. CoRR (2019)
Jason Zhi Liang, Elliot Meyerson, Babak Hodjat, Daniel Fink, Karl Mutch, Risto Miikkulainen
Evolutionary Neural AutoML for Deep Learning. CoRR (2019)
Hormoz Shahrzad, Babak Hodjat, Camille Dollé, Andrei Denissov, Simon Lau, Donn Goodhew, Justin Dyer, Risto Miikkulainen
Enhanced Optimization with Composite Objectives and Novelty Pulsation. GPTP (2019)
Risto Miikkulainen, Bret Greenstein, Babak Hodjat, Jerry Smith
Better Future through AI: Avoiding Pitfalls and Guiding AI Towards its Full Potential. CoRR (2019)
Hormoz Shahrzad, Babak Hodjat, Camille Dollé, Andrei Denissov, Simon Lau, Donn Goodhew, Justin Dyer, Risto Miikkulainen
Enhanced optimization with composite objectives and novelty pulsation. GECCO (Companion) (2019)
Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Patryk Chrabaszcz, Nick Cheney, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Leni 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, Westley Weimer, Richard A. Watson, Jason Yosinski
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. CoRR (2018)
Risto Miikkulainen, Jason Zhi Liang, Elliot Meyerson, Aditya Rawal, Daniel Fink, Olivier Francon, Bala Raju, Hormoz Shahrzad, Arshak Navruzyan, Nigel Duffy, Babak Hodjat
Evolving Deep Neural Networks. CoRR (2017)
Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen
Estimating the Advantage of Age-Layering in Evolutionary Algorithms. GECCO (2016)
Babak Hodjat, Hormoz Shahrzad, Risto Miikkulainen, Lawrence Murray, Chris C. Holmes
PRETSL: Distributed Probabilistic Rule Evolution for Time-Series Classification. GPTP (2016)
Risto Miikkulainen, Hormoz Shahrzad, Babak Hodjat
Distributed Age-Layered Novelty Search. ALIFE (2016)
Babak Hodjat, Hormoz Shahrzad
nPool: Massively Distributed Simultaneous Evolution and Cross-Validation in EC-Star. GPTP (2015)
Hormoz Shahrzad, Babak Hodjat
Tackling the Boolean Multiplexer Function Using a Highly Distributed Genetic Programming System. GPTP (2014)
Babak Hodjat, Erik Hemberg, Hormoz Shahrzad, Una-May O'Reilly
Maintenance of a Long Running Distributed Genetic Programming System for Solving Problems Requiring Big Data. GPTP (2013)
Babak Hodjat, Siamak Hodjat, Nick Treadgold, Ing-Marie Jonsson
CRUSE: a context reactive natural language mobile interface. WICON (2006)
Babak Hodjat, Junichi Ito, Makoto Amamiya
A Genetic Algorithm to Improve Agent-Oriented Natural Language Interpreters. GECCO (2) (2004)
Babak Hodjat, Horacio Franco, Harry Bratt, Kristin Precoda, Andreas Stolcke, Anand Venkataraman, Dimitra Vergyri, Jing Zheng
Iterative Statistical Language Model Generation for Use with an Agent-Oriented Natural Language Interface. HCI (4) (2003)
Babak Hodjat, Makoto Amamiya
Introducing the Adaptive Agent Oriented Software Architecture and Its Application in Natural Language User Interfaces. AOSE (2000)
Babak Hodjat, Makoto Amamiya
Adaptive Interaction Using the Adaptive Agent Oriented Software Architecture (AAOSA) CoRR (1998)
Babak Hodjat, Christopher J. Savoie, Makoto Amamiya
An Adaptive Agent Oriented Software Architecture CoRR (1998)
Babak Hodjat, Makoto Amamiya
The Self-Organizing Symbiotic Agent CoRR (1998)
Babak Hodjat, Christopher J. Savoie, Makoto Amamiya
An Adaptive Agent Oriented Software Architecture. PRICAI (1998)