Taeyeong Choi

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Reinforcement Learning

Top Venues

Artif. Life Robotics

Publications

Grisha Bandodkar, Shyam Agarwal, Athul Krishna Sughosh, Sahilbir Singh, Taeyeong Choi
"Allot?" is "A Lot!" Towards Developing More Generalized Speech Recognition System for Accessible Communication. AAAI (2024)
Satyam Goyal, Kavya Sasikumar, Rohan Sheth, Akash Seelam, Taeyeong Choi, Xin Liu
EnColor: Improving Visual Accessibility with a Deep Encoder-Decoder Image Corrector for Color Vision Deficient Individuals. AAAI (2024)
Taeyeong Choi, Dario Guevara, Grisha Bandodkar, Zifei Cheng, Chonghan Wang, Brian N. Bailey, Mason Earles, Xin Liu
DAVIS-Ag: A Synthetic Plant Dataset for Developing Domain-Inspired Active Vision in Agricultural Robots. CoRR (2023)
Taeyeong Choi, Owen Would, Adrian Salazar Gomez, Grzegorz Cielniak
Self-supervised Representation Learning for Reliable Robotic Monitoring of Fruit Anomalies. ICRA (2022)
Taeyeong Choi, Benjamin Pyenson, Juergen Liebig, Theodore P. Pavlic
Beyond tracking: using deep learning to discover novel interactions in biological swarms. Artif. Life Robotics 27 (2) (2022)
Taeyeong Choi, Owen Would, Adrian Salazar Gomez, Grzegorz Cielniak
Self-supervised Representation Learning for Reliable Robotic Monitoring of Fruit Anomalies. CoRR (2021)
Taeyeong Choi, Benjamin Pyenson, Juergen Liebig, Theodore P. Pavlic
Beyond Tracking: Using Deep Learning to Discover Novel Interactions in Biological Swarms. CoRR (2021)
Taeyeong Choi, Grzegorz Cielniak
Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning. ECMR (2021)
Taeyeong Choi, Benjamin Pyenson, Juergen Liebig, Theodore P. Pavlic
Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change. AAAI (2021)
Taeyeong Choi, Grzegorz Cielniak
Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning. CoRR (2021)
Taeyeong Choi, Sehyeok Kang, Theodore P. Pavlic
Learning local behavioral sequences to better infer non-local properties in real multi-robot systems. ICRA (2020)
Sehyeok Kang, Taeyeong Choi, Theodore P. Pavlic
How far should I watch? Quantifying the effect of various observational capabilities on long-range situational awareness in multi-robot teams. ACSOS (2020)
Taeyeong Choi, Theodore P. Pavlic
Automatic Discovery of Motion Patterns that Improve Learning Rate in Communication-Limited Multi-Robot Systems. MFI (2020)
Taeyeong Choi, Benjamin Pyenson, Juergen Liebig, Theodore P. Pavlic
Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change. CoRR (2020)
Taeyeong Choi, Theodore P. Pavlic, Andréa W. Richa
Automated synthesis of scalable algorithms for inferring non-local properties to assist in multi-robot teaming. CASE (2017)
Taeyeong Choi, Hyeon-Suk Na
Stealthy behavior simulations based on cognitive data. ICMLC (2015)