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ORCIDJacob Schrum
Person information
- affiliation: Southwestern University, Georgetown, TX, USA
- affiliation (PhD 2014): University of Texas at Austin, TX, USA
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2020 – today
- 2025
[i11]Jacob Schrum, Cody Crosby:
A Quality Diversity Approach to Evolving Model Rockets. CoRR abs/2504.02177 (2025)- 2023
- [j6]Jacob Schrum
, Jialin Liu, Cameron Browne, Anikó Ekárt, Marcus Gallagher:
Guest Editorial: Special Issue on Evolutionary Computation for Games. IEEE Trans. Games 15(1): 1-4 (2023) - [j5]Jacob Schrum, Benjamin Capps, Kirby Steckel, Vanessa Volz, Sebastian Risi:
Hybrid Encoding for Generating Large Scale Game Level Patterns With Local Variations. IEEE Trans. Games 15(1): 46-55 (2023) - [c24]Alejandro Medina, Melanie Richey, Mark Mueller, Jacob Schrum:
Evolving Flying Machines in Minecraft Using Quality Diversity. GECCO 2023: 1418-1426 - [i10]Alejandro Medina, Melanie Richey, Mark Mueller, Jacob Schrum:
Evolving Flying Machines in Minecraft Using Quality Diversity. CoRR abs/2302.00782 (2023) - 2021
- [c23]Benjamin Capps, Jacob Schrum:
Using multiple generative adversarial networks to build better-connected levels for mega man. GECCO 2021: 66-74 - [c22]Kirby Steckel, Jacob Schrum:
Illuminating the space of beatable lode runner levels produced by various generative adversarial networks. GECCO Companion 2021: 111-112 - [i9]Kirby Steckel, Jacob Schrum:
Illuminating the Space of Beatable Lode Runner Levels Produced By Various Generative Adversarial Networks. CoRR abs/2101.07868 (2021) - [i8]Benjamin Capps, Jacob Schrum:
Using Multiple Generative Adversarial Networks to Build Better-Connected Levels for Mega Man. CoRR abs/2102.00337 (2021) - [i7]Jacob Schrum, Benjamin Capps, Kirby Steckel, Vanessa Volz, Sebastian Risi:
Hybrid Encoding For Generating Large Scale Game Level Patterns With Local Variations Using a GAN. CoRR abs/2105.12960 (2021) - 2020
- [c21]Jake Gutierrez, Jacob Schrum:
Generative Adversarial Network Rooms in Generative Graph Grammar Dungeons for The Legend of Zelda. CEC 2020: 1-8 - [c20]Anna Krolikowski, Sarah Friday, Alice Quintanilla, Jacob Schrum:
Quantum Zentanglement: Combining Picbreeder and Wave Function Collapse to Create Zentangles®. EvoMUSART 2020: 49-65 - [c19]Jacob Schrum, Vanessa Volz, Sebastian Risi:
CPPN2GAN: combining compositional pattern producing networks and GANs for large-scale pattern generation. GECCO 2020: 139-147 - [c18]Jacob Schrum, Jake Gutierrez, Vanessa Volz, Jialin Liu, Simon M. Lucas, Sebastian Risi:
Interactive evolution and exploration within latent level-design space of generative adversarial networks. GECCO 2020: 148-156 - [i6]Jake Gutierrez, Jacob Schrum:
Generative Adversarial Network Rooms in Generative Graph Grammar Dungeons for The Legend of Zelda. CoRR abs/2001.05065 (2020) - [i5]Jacob Schrum, Jake Gutierrez, Vanessa Volz, Jialin Liu, Simon M. Lucas, Sebastian Risi:
Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks. CoRR abs/2004.00151 (2020) - [i4]Jacob Schrum, Vanessa Volz, Sebastian Risi:
CPPN2GAN: Combining Compositional Pattern Producing Networks and GANs for Large-scale Pattern Generation. CoRR abs/2004.01703 (2020)
2010 – 2019
- 2019
- [c17]William Price, Jacob Schrum:
Neuroevolution of Multimodal Ms. Pac-Man Controllers Under Partially Observable Conditions. CEC 2019: 466-473 - [c16]Bryan Hollingsworth, Jacob Schrum:
Infinite Art Gallery: A Game World of Interactively Evolved Artwork. CEC 2019: 474-481 - [c15]Adina Friedman, Jacob Schrum:
Desirable Behaviors for Companion Bots in First-Person Shooters. CoG 2019: 1-8 - [r1]Jacob Schrum, Risto Miikkulainen:
Constructing Game Agents Through Simulated Evolution. Encyclopedia of Computer Graphics and Games 2019 - 2018
- [c14]Jacob Schrum:
Evolving indirectly encoded convolutional neural networks to play tetris with low-level features. GECCO 2018: 205-212 - [c13]Isabel Tweraser, Lauren E. Gillespie, Jacob Schrum:
Querying across time to interactively evolve animations. GECCO 2018: 213-220 - [c12]Vanessa Volz, Jacob Schrum, Jialin Liu, Simon M. Lucas, Adam M. Smith, Sebastian Risi:
Evolving mario levels in the latent space of a deep convolutional generative adversarial network. GECCO 2018: 221-228 - [c11]Tyler McDonnell, Sari Andoni, Elmira Bonab, Sheila Cheng, Jun-Hwan Choi, Jimmie Goode, Keith Moore, Gavin Sellers, Jacob Schrum:
Divide and conquer: neuroevolution for multiclass classification. GECCO 2018: 474-481 - [i3]Vanessa Volz, Jacob Schrum, Jialin Liu, Simon M. Lucas, Adam M. Smith, Sebastian Risi:
Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network. CoRR abs/1805.00728 (2018) - 2017
- [c10]Alex C. Rollins, Jacob Schrum:
Balancing selection pressures, multiple objectives, and neural modularity to coevolve cooperative agent behavior. GECCO (Companion) 2017: 75-76 - [c9]Lauren E. Gillespie, Gabriela R. Gonzalez, Jacob Schrum:
Comparing direct and indirect encodings using both raw and hand-designed features in tetris. GECCO 2017: 179-186 - [i2]Alex C. Rollins, Jacob Schrum:
Balancing Selection Pressures, Multiple Objectives, and Neural Modularity to Coevolve Cooperative Agent Behavior. CoRR abs/1703.08577 (2017) - 2016
- [j4]Jacob Schrum, Risto Miikkulainen:
Solving Multiple Isolated, Interleaved, and Blended Tasks through Modular Neuroevolution. Evol. Comput. 24(3): 459-490 (2016) - [j3]Jacob Schrum, Risto Miikkulainen:
Discovering Multimodal Behavior in Ms. Pac-Man Through Evolution of Modular Neural Networks. IEEE Trans. Comput. Intell. AI Games 8(1): 67-81 (2016) - [c8]Jacob Schrum, Joel Lehman, Sebastian Risi:
Automatic Evolution of Multimodal Behavior with Multi-Brain HyperNEAT. GECCO (Companion) 2016: 21-22 - [i1]Jacob Schrum, Joel Lehman, Sebastian Risi:
Using Indirect Encoding of Multiple Brains to Produce Multimodal Behavior. CoRR abs/1604.07806 (2016) - 2015
- [c7]Jacob Schrum, Risto Miikkulainen:
Solving Interleaved and Blended Sequential Decision-Making Problems through Modular Neuroevolution. GECCO 2015: 345-352 - 2014
- [c6]Jacob Schrum, Risto Miikkulainen:
Evolving multimodal behavior with modular neural networks in Ms. Pac-Man. GECCO 2014: 325-332 - 2012
- [j2]Jacob Schrum, Risto Miikkulainen:
Evolving Multimodal Networks for Multitask Games. IEEE Trans. Comput. Intell. AI Games 4(2): 94-111 (2012) - [p2]Jacob Schrum, Igor V. Karpov, Risto Miikkulainen:
Human-Like Combat Behaviour via Multiobjective Neuroevolution. Believable Bots 2012: 119-150 - [p1]Igor V. Karpov, Jacob Schrum, Risto Miikkulainen:
Believable Bot Navigation via Playback of Human Traces. Believable Bots 2012: 151-170 - 2011
- [c5]Jacob Schrum, Risto Miikkulainen:
Evolving multimodal networks for multitask games. CIG 2011: 102-109 - [c4]Jacob Schrum, Igor Karpov, Risto Miikkulainen:
UT2: Human-like behavior via neuroevolution of combat behavior and replay of human traces. CIG 2011: 329-336 - 2010
- [c3]Jacob Schrum, Risto Miikkulainen:
Evolving agent behavior in multiobjective domains using fitness-based shaping. GECCO 2010: 439-446
2000 – 2009
- 2009
- [c2]Jacob Schrum, Risto Miikkulainen:
Evolving multi-modal behavior in NPCs. CIG 2009: 325-332 - 2008
- [c1]Jacob Schrum, Risto Miikkulainen:
Constructing Complex NPC Behavior via Multi-Objective Neuroevolution. AIIDE 2008 - 2004
- [j1]Jacob Schrum:
Study and comparison of genetic algorithms when applied to lego mindstorms robots. J. Comput. Sci. Coll. 19(4): 353 (2004)
Coauthor Index
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