Domain-Independent Lifelong Problem Solving Through Distributed ALife Actors.
Artif. Life, 2024
Unlocking the Potential of Global Human Expertise.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Discovering Effective Policies for Land-Use Planning.
CoRR, 2023
Evolution of Transparent Explainable Rule-sets.
CoRR, 2022
DIAS: A Domain-Independent Alife-Based Problem-Solving System.
CoRR, 2022
Evolving explainable rule sets.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
From Prediction to Prescription: Evolutionary Optimization of Nonpharmaceutical Interventions in the COVID-19 Pandemic.
IEEE Trans. Evol. Comput., 2021
From Prediction to Prescription: AI-Based Optimization of Non-Pharmaceutical Interventions for the COVID-19 Pandemic.
CoRR, 2020
Ascend by Evolv: AI-Based Massively Multivariate Conversion Rate Optimization.
,
,
,
,
,
,
,
,
,
,
,
,
,
AI Mag., 2020
Effective reinforcement learning through evolutionary surrogate-assisted prescription.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Better Future through AI: Avoiding Pitfalls and Guiding AI Towards its Full Potential.
CoRR, 2019
Enhanced optimization with composite objectives and novelty pulsation.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Evolutionary neural AutoML for deep learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
PRETSL: Distributed Probabilistic Rule Evolution for Time-Series Classification.
Proceedings of the Genetic Programming Theory and Practice XIV, 2016
Estimating the Advantage of Age-Layering in Evolutionary Algorithms.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Distributed Age-Layered Novelty Search.
Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016
nPool: Massively Distributed Simultaneous Evolution and Cross-Validation in EC-Star.
Proceedings of the Genetic Programming Theory and Practice XIII [GPTP 2015]., 2015
Tackling the Boolean Multiplexer Function Using a Highly Distributed Genetic Programming System.
Proceedings of the Genetic Programming Theory and Practice XII, 2014
Maintenance of a Long Running Distributed Genetic Programming System for Solving Problems Requiring Big Data.
Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013
CRUSE: a context reactive natural language mobile interface.
Proceedings of the 2nd International ICST Conference on Wireless Internet, 2006
A Genetic Algorithm to Improve Agent-Oriented Natural Language Interpreters.
Proceedings of the Genetic and Evolutionary Computation, 2004
Iterative Statistical Language Model Generation for Use with an Agent-Oriented Natural Language Interface.
Proceedings of the Human-Computer Interaction: Universal Access in HCI: Inclusive Design in the Information Society, 2003
Introducing the Adaptive Agent Oriented Software Architecture and Its Application in Natural Language User Interfaces.
Proceedings of the Agent-Oriented Software Engineering, First International Workshop, 2000
The Self-Organizing Symbiotic Agent
CoRR, 1998
Adaptive Interaction Using the Adaptive Agent Oriented Software Architecture (AAOSA)
CoRR, 1998
An Adaptive Agent Oriented Software Architecture.
Proceedings of the PRICAI'98, 1998