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Author

Bryon Tjanaka

Observed name: Tjanaka, Bryon
ORCID: 0000-0002-9602-5039
Observed ORCID: 0000-0002-9602-5039
OpenAlex ID: A5007323748
Development and Benchmarking of Open Force Field v1.0.0—the Parsley Small-Molecule Force Field
2021 · Yudong Qiu, Daniel G. A. Smith, et al. · Journal of Chemical Theory and Computation · 165
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Approximating gradients for differentiable quality diversity in reinforcement learning
2022 · Bryon Tjanaka, Matthew C. Fontaine, et al. · Genetic and Evolutionary Computation Conference (GECCO) · 51
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On the Importance of Environments in Human-Robot Coordination
2021 · Matthew Fontaine*, Ya-Chuan Hsu*, et al. · Robotics: Science and Systems · 50
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pyribs: A Bare-Bones Python Library for Quality Diversity Optimization
2023 · Bryon Tjanaka, Matthew C Fontaine, et al. · Genetic and Evolutionary Computation Conference (GECCO) · 37
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Deep Surrogate Assisted Generation of Environments
2022 · Varun Bhatt, Bryon Tjanaka, et al. · neural information processing systems · 22
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Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning
2023 · Batra, Sumeet, Tjanaka, Bryon, et al. · arXiv (Cornell University) · 18
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Training Diverse High-Dimensional Controllers by Scaling Covariance Matrix Adaptation MAP-Annealing
2023 · Bryon Tjanaka, Matthew C. Fontaine, et al. · IEEE Robotics and Automation Letters · 17
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Development and Benchmarking of Open Force Field v1.0.0, the Parsley Small Molecule Force Field
2021 · Yudong Qiu, Daniel Smith, et al. · 13
Development and Benchmarking of Open Force Field v1.0.0, the Parsley Small Molecule Force Field
2021 · Yudong Qiu, Daniel Smith, et al. · 6
Surrogate Assisted Generation of Human-Robot Interaction Scenarios
2023 · Bhatt, Varun, Nemlekar, Heramb, et al. · arXiv (Cornell University) · 5
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Red-Teaming Vision-Language-Action Models via Quality Diversity Prompt Generation for Robust Robot Policies
2026 · Srikanth, Siddharth, Liang, Freddie, et al. · arXiv (Cornell University) · 4
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Scalable Bottom-Up Hierarchical Clustering.
2020 · Nicholas Monath, Avinava Dubey, et al. · arXiv (Cornell University) · 4
Covariance Matrix Adaptation MAP-Annealing: Theory and Experiments
2024 · Shihan Zhao, Bryon Tjanaka, et al. · ACM Transactions on Evolutionary Learning and Optimization · 3
Quality Diversity for Robot Learning: Limitations and Future Directions
2024 · Sumeet Batra, Bryon Tjanaka, et al. · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 2
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Development and Benchmarking of Open Force Field v1.0.0, the Parsley Small Molecule Force Field
2020 · Yudong Qiu, Daniel Smith, et al. · ChemRxiv · 2
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Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces
2026 · Tjanaka, Bryon, Chen, Henry, et al. · arXiv (Cornell University) · 1
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Density Descent for Diversity Optimization
2024 · David H. Lee, Anishalakshmi Palaparthi, et al. · Genetic and Evolutionary Computation Conference (GECCO) · 1
Scalable Agglomerative Clustering
2021 · Nicholas Monath, Kumar Avinava Dubey, et al. · Knowledge Discovery and Data Mining
Works count: 20
Citation count: 401
H-index: 8
I10-index: 8
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