Search Results for author: Hongming Xu

Found 4 papers, 1 papers with code

INSIGHT: End-to-End Neuro-Symbolic Visual Reinforcement Learning with Language Explanations

no code implementations19 Mar 2024 Lirui Luo, Guoxi Zhang, Hongming Xu, Yaodong Yang, Cong Fang, Qing Li

In this paper, we present a framework that is capable of learning structured states and symbolic policies simultaneously, whose key idea is to overcome the efficiency bottleneck by distilling vision foundation models into a scalable perception module.

Decision Making

Energy Management of Multi-mode Plug-in Hybrid Electric Vehicle using Multi-agent Deep Reinforcement Learning

no code implementations16 Mar 2023 Min Hua, Cetengfei Zhang, Fanggang Zhang, Zhi Li, Xiaoli Yu, Hongming Xu, Quan Zhou

The recently emerging multi-mode plug-in hybrid electric vehicle (PHEV) technology is one of the pathways making contributions to decarbonization, and its energy management requires multiple-input and multipleoutput (MIMO) control.

energy management Management

Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks

1 code implementation17 Jul 2018 Hongming Xu, Tae Hyun Hwang

This paper summarizes our method and validation results for the ISIC Challenge 2018 - Skin Lesion Analysis Towards Melanoma Detection - Task 1: Lesion Segmentation

Lesion Segmentation Segmentation +1

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