1 code implementation • 13 Jun 2024 • Maneesha Wickramasuriya, Taeyoung Lee, Murray Snyder
A synthetic dataset of ship images is created and annotated with 2D keypoints of multiple ship parts.
no code implementations • 22 Mar 2024 • Zuyuan Zhang, Hanhan Zhou, Mahdi Imani, Taeyoung Lee, Tian Lan
With the advancements of artificial intelligence (AI), we're seeing more scenarios that require AI to work closely with other agents, whose goals and strategies might not be known beforehand.
1 code implementation • 2 Jun 2022 • Beomyeol Yu, Taeyoung Lee
This paper presents an equivariant reinforcement learning framework for quadrotor unmanned aerial vehicles.
1 code implementation • 4 Mar 2020 • Weixin Wang, Taeyoung Lee
In this paper, a new probability distribution, referred to as the matrix Fisher-Gaussian (MFG) distribution, is proposed on the nonlinear manifold $\mathrm{SO}(3)\times\mathbb{R}^n$.
Optimization and Control
no code implementations • 19 Feb 2020 • Hai H. Tran, Sumyeong Ahn, Taeyoung Lee, Yung Yi
In this paper, we propose an idea of empowering the discriminativeness: Adding a new, artificial class and training the model on the data together with the GAN-generated samples of the new class.
1 code implementation • ICLR 2019 • Daewoo Kim, Sangwoo Moon, David Hostallero, Wan Ju Kang, Taeyoung Lee, Kyunghwan Son, Yung Yi
Many real-world reinforcement learning tasks require multiple agents to make sequential decisions under the agents' interaction, where well-coordinated actions among the agents are crucial to achieve the target goal better at these tasks.
Multi-agent Reinforcement Learning reinforcement-learning +2
2 code implementations • 16 Mar 2018 • Mahdis Bisheban, Taeyoung Lee
This paper presents a geometric adaptive control scheme for a quadrotor unmanned aerial vehicle, where the effects of unknown, unstructured disturbances are mitigated by a multilayer neural network that is adjusted online.
Optimization and Control
2 code implementations • 24 Apr 2013 • Farhad Goodarzi, Daewon Lee, Taeyoung Lee
Nonlinear PID control systems for a quadrotor UAV are proposed to follow an attitude tracking command and a position tracking command.
Optimization and Control
5 code implementations • 10 Mar 2010 • Taeyoung Lee, Melvin Leok, N. Harris McClamroch
The flight maneuvers are defined by a concatenation of flight modes or primitives, each of which is achieved by a nonlinear controller that solves an output tracking problem.
Optimization and Control Systems and Control