no code implementations • 21 Jan 2024 • Xinda Qi, Dong Chen, Zhaojian Li, Xiaobo Tan
In this paper, we propose a novel technique, Back-stepping Experience Replay (BER), that is compatible with arbitrary off-policy reinforcement learning (RL) algorithms.
1 code implementation • 24 May 2023 • Jiajia Li, Dong Chen, Xinda Qi, Zhaojian Li, Yanbo Huang, Daniel Morris, Xiaobo Tan
In addition, a systematic review of various agricultural applications exploiting these label-efficient algorithms, such as precision agriculture, plant phenotyping, and postharvest quality assessment, is presented.
1 code implementation • 18 Oct 2022 • Dong Chen, Xinda Qi, Yu Zheng, Yuzhen Lu, Zhaojian Li
In this paper, we present the first work of applying diffusion probabilistic models (also known as diffusion models) to generate high-quality synthetic weed images based on transfer learning.