Joel Lehman
According to our database1,
Joel Lehman
authored at least 79 papers
between 2008 and 2024.
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Bibliography
2024
Quality Diversity through Human Feedback: Towards Open-Ended Diversity-Driven Optimization.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
The OpenELM Library: Leveraging Progress in Language Models for Novel Evolutionary Algorithms.
Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023
2022
2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Ideas for Improving the Field of Machine Learning: Summarizing Discussion from the NeurIPS 2019 Retrospectives Workshop.
CoRR, 2020
CoRR, 2020
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities.
Artif. Life, 2020
Open Questions in Creating Safe Open-ended AI: Tensions Between Control and Creativity.
Proceedings of the 2020 Conference on Artificial Life, 2020
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data.
Proceedings of the 37th International Conference on Machine Learning, 2020
Enhanced POET: Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions.
Proceedings of the 37th International Conference on Machine Learning, 2020
Antimander: open source detection of gerrymandering though multi-objective evolutionary algorithms.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
2019
Tradeoffs in Neuroevolutionary Learning-Based Real-Time Robotic Task Design in the Imprecise Computation Framework.
ACM Trans. Cyber Phys. Syst., 2019
Paired Open-Ended Trailblazer (POET): Endlessly Generating Increasingly Complex and Diverse Learning Environments and Their Solutions.
CoRR, 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, 2019
Evolutionary Computation and AI Safety - Research Problems Impeding Routine and Safe Real-World Application of Evolution.
Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
2018
An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents.
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 Conference on Artificial Life, 2018
Proceedings of the 2018 Conference on Artificial Life, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
2017
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning.
CoRR, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
IEEE Trans. Comput. Intell. AI Games, 2016
Frontiers Robotics AI, 2016
CoRR, 2016
Proceedings of the Seventh International Conference on Computational Creativity, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Evolvability Search: Directly Selecting for Evolvability in order to Study and Produce It.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
2015
Patricia Vargas, Ezequiel Di Paolo, Inman Harvey, and Phil Husbands (eds), The Horizons of Evolutionary Robotics, The MIT Press, 2014, ISBN: 978-0-262-02676-5, Hardcover book, 302 pages.
Genet. Program. Evolvable Mach., 2015
Artif. Life, 2015
Tradeoffs in Real-Time Robotic Task Design with Neuroevolution Learning for Imprecise Computation.
Proceedings of the 2015 IEEE Real-Time Systems Symposium, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Artificial Evolution, 2015
Springer, ISBN: 978-3-319-15524-1, 2015
2014
IEEE Trans. Comput. Intell. AI Games, 2014
IEEE Intell. Syst., 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Control and Automation, 2014
2013
CoRR, 2013
Proceedings of the Theory and Practice of Natural Computing, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013
Exploring Biological Intelligence through Artificial Intelligence and Radical Reimplementation.
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013
2012
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012
Proceedings of the Thirteenth International Conference on the Simulation and Synthesis of Living Systems, 2012
Proceedings of the Thirteenth International Conference on the Simulation and Synthesis of Living Systems, 2012
Combining Search-Based Procedural Content Generation and Social Gaming in the Petalz Video Game.
Proceedings of the Eighth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2012
2011
Evol. Comput., 2011
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011
Evolving a diversity of virtual creatures through novelty search and local competition.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
2008
Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008