All Stories

  1. Evolving Flying Machines in Minecraft Using Quality Diversity

    Article • July 2023, ACM (Association for Computing Machinery)

    Jacob Schrum

  2. Illuminating the space of beatable lode runner levels produced by various generative adversarial networks

    Article • July 2021, ACM (Association for Computing Machinery)

    Jacob Schrum

  3. Using multiple generative adversarial networks to build better-connected levels for mega man

    Article • June 2021, ACM (Association for Computing Machinery)

    Jacob Schrum

  4. Interactive evolution and exploration within latent level-design space of generative adversarial networks

    Article • June 2020, ACM (Association for Computing Machinery)

    Jacob Schrum

  5. CPPN2GAN

    Article • June 2020, ACM (Association for Computing Machinery)

    Jacob Schrum

  6. Querying across time to interactively evolve animations

    Article • July 2018, ACM (Association for Computing Machinery)

    Jacob Schrum

  7. Evolving indirectly encoded convolutional neural networks to play tetris with low-level features

    Article • July 2018, ACM (Association for Computing Machinery)

    Jacob Schrum

  8. Solving Multiple Isolated, Interleaved, and Blended Tasks through Modular Neuroevolution

    Article • Evolutionary Computation, September 2016, The MIT Press

    Jacob Schrum

  9. Discovering Multimodal Behavior in Ms. Pac-Man Through Evolution of Modular Neural Networks

    Article • IEEE Transactions on Computational Intelligence and AI in Games, March 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Jacob Schrum

  10. Automatic Evolution of Multimodal Behavior with Multi-Brain HyperNEAT

    Article • January 2016, ACM (Association for Computing Machinery)

    Jacob Schrum

  11. Evolving multimodal behavior through modular multiobjective neuroevolution

    Article • ACM SIGEVOlution, August 2015, ACM (Association for Computing Machinery)

    Jacob Schrum

  12. Solving Interleaved and Blended Sequential Decision-Making Problems through Modular Neuroevolution

    Article • July 2015, ACM (Association for Computing Machinery)

    Jacob Schrum

  13. Constructing Game Agents Through Simulated Evolution

    Article • January 2015, Springer Science + Business Media

    Jacob Schrum

  14. Evolving multimodal behavior with modular neural networks in Ms. Pac-Man

    Article • January 2014, ACM (Association for Computing Machinery)

    Jacob Schrum

  15. Human-Like Combat Behaviour via Multiobjective Neuroevolution

    Article • October 2012, Springer Science + Business Media

    Jacob Schrum

  16. Believable Bot Navigation via Playback of Human Traces

    Article • October 2012, Springer Science + Business Media

    Jacob Schrum

  17. Evolving multimodal networks for multitask games

    Article • August 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Jacob Schrum

  18. UT⁁2: Human-like behavior via neuroevolution of combat behavior and replay of human traces

    Article • August 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Jacob Schrum

  19. Evolving agent behavior in multiobjective domains using fitness-based shaping

    Article • January 2010, ACM (Association for Computing Machinery)

    Jacob Schrum

  20. Evolving multi-modal behavior in NPCs

    Article • September 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Jacob Schrum