Bryon Tjanaka - RankMe

23 papers A* 3A 3Misc 1Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces. CoRR Bryon Tjanaka, Henry Chen, Matthew C. Fontaine, Stefanos Nikolaidis
2026	J	`jnl`	Red-Teaming Vision-Language-Action Models via Quality Diversity Prompt Generation for Robust Robot Policies. CoRR Siddharth Srikanth, Freddie Liang, Ya-Chuan Hsu, Varun Bhatt, Shihan Zhao, Henry Chen, Bryon Tjanaka, Minjune Hwang, Akanksha Saran, Daniel Seita, Aaquib Tabrez, Stefanos Nikolaidis
2025	J	`jnl`	Covariance Matrix Adaptation MAP-Annealing: Theory and Experiments. ACM Trans. Evol. Learn. Optim. Shihan Zhao, Bryon Tjanaka, Matthew C. Fontaine, Stefanos Nikolaidis
2024	A	`conf`	Density Descent for Diversity Optimization. GECCO David H. Lee, Anishalakshmi V. Palaparthi, Matthew C. Fontaine, Bryon Tjanaka, Stefanos Nikolaidis
2024	A*	`conf`	Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning. ICLR Sumeet Batra, Bryon Tjanaka, Matthew Christopher Fontaine, Aleksei Petrenko, Stefanos Nikolaidis, Gaurav S. Sukhatme
2024	—	`conf`	Quality Diversity for Robot Learning: Limitations and Future Directions. GECCO Companion Sumeet Batra, Bryon Tjanaka, Stefanos Nikolaidis, Gaurav S. Sukhatme
2024	J	`jnl`	Quality Diversity for Robot Learning: Limitations and Future Directions. CoRR Sumeet Batra, Bryon Tjanaka, Stefanos Nikolaidis, Gaurav S. Sukhatme
2023	J	`jnl`	Density Descent for Diversity Optimization. CoRR David H. Lee, Anishalakshmi V. Palaparthi, Matthew C. Fontaine, Bryon Tjanaka, Stefanos Nikolaidis
2023	J	`jnl`	Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning. CoRR Sumeet Batra, Bryon Tjanaka, Matthew C. Fontaine, Aleksei Petrenko, Stefanos Nikolaidis, Gaurav S. Sukhatme
2023	Misc	`conf`	Surrogate Assisted Generation of Human-Robot Interaction Scenarios. CoRL Varun Bhatt, Heramb Nemlekar, Matthew Christopher Fontaine, Bryon Tjanaka, Hejia Zhang, Ya-Chuan Hsu, Stefanos Nikolaidis
2023	J	`jnl`	Surrogate Assisted Generation of Human-Robot Interaction Scenarios. CoRR Varun Bhatt, Heramb Nemlekar, Matthew C. Fontaine, Bryon Tjanaka, Hejia Zhang, Ya-Chuan Hsu, Stefanos Nikolaidis
2023	J	`jnl`	Training Diverse High-Dimensional Controllers by Scaling Covariance Matrix Adaptation MAP-Annealing. IEEE Robotics Autom. Lett. Bryon Tjanaka, Matthew C. Fontaine, David H. Lee, Aniruddha Kalkar, Stefanos Nikolaidis
2023	A	`conf`	pyribs: A Bare-Bones Python Library for Quality Diversity Optimization. GECCO Bryon Tjanaka, Matthew C. Fontaine, David H. Lee, Yulun Zhang, Nivedit Reddy Balam, Nathaniel Dennler, Sujay S. Garlanka, Nikitas Dimitri Klapsis, Stefanos Nikolaidis
2023	J	`jnl`	pyribs: A Bare-Bones Python Library for Quality Diversity Optimization. CoRR Bryon Tjanaka, Matthew C. Fontaine, David H. Lee, Yulun Zhang, Nivedit Reddy Balam, Nathaniel Dennler, Sujay S. Garlanka, Nikitas Dimitri Klapsis, Stefanos Nikolaidis
2022	J	`jnl`	Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning. CoRR Bryon Tjanaka, Matthew C. Fontaine, Julian Togelius, Stefanos Nikolaidis
2022	A	`conf`	Approximating gradients for differentiable quality diversity in reinforcement learning. GECCO Bryon Tjanaka, Matthew C. Fontaine, Julian Togelius, Stefanos Nikolaidis
2022	A*	`conf`	Deep Surrogate Assisted Generation of Environments. NeurIPS Varun Bhatt, Bryon Tjanaka, Matthew C. Fontaine, Stefanos Nikolaidis
2022	J	`jnl`	Deep Surrogate Assisted Generation of Environments. CoRR Varun Bhatt, Bryon Tjanaka, Matthew C. Fontaine, Stefanos Nikolaidis
2022	J	`jnl`	Training Diverse High-Dimensional Controllers by Scaling Covariance Matrix Adaptation MAP-Annealing. CoRR Bryon Tjanaka, Matthew C. Fontaine, Aniruddha Kalkar, Stefanos Nikolaidis
2021	—	`conf`	On the Importance of Environments in Human-Robot Coordination. Robotics: Science and Systems Matthew C. Fontaine, Ya-Chuan Hsu, Yulun Zhang, Bryon Tjanaka, Stefanos Nikolaidis
2021	J	`jnl`	On the Importance of Environments in Human-Robot Coordination. CoRR Matthew C. Fontaine, Ya-Chuan Hsu, Yulun Zhang, Bryon Tjanaka, Stefanos Nikolaidis
2021	A*	`conf`	Scalable Hierarchical Agglomerative Clustering. KDD Nicholas Monath, Kumar Avinava Dubey, Guru Guruganesh, Manzil Zaheer, Amr Ahmed, Andrew McCallum, Gökhan Mergen, Marc Najork, Mert Terzihan, Bryon Tjanaka, Yuan Wang, Yuchen Wu
2020	J	`jnl`	Scalable Bottom-Up Hierarchical Clustering. CoRR Nicholas Monath, Avinava Dubey, Guru Guruganesh, Manzil Zaheer, Amr Ahmed, Andrew McCallum, Gökhan Mergen, Marc Najork, Mert Terzihan, Bryon Tjanaka, Yuan Wang, Yuchen Wu