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Xiaodong Yi

6 accepted papers

2024

DiaGBT: An Explainable and Evolvable Robot Control Framework using Dialogue Generative Behavior Trees

IROS 2024poster

Manipulating robots using natural language is the preferred way for non-technical specialists. The challenge lies in reliability and adaptability especially when robots operate in unstructured surroundings. In this paper, we propose a novel framework called Dialogue Generative Behavior Trees (DiaGBT…

Cited by 0SourceScholar
2023

Task2Morph: Differentiable Task-Inspired Framework for Contact-Aware Robot Design

IROS 2023poster

Optimizing the morphologies and the controllers that adapt to various tasks is a critical issue in the field of robot design, aka. embodied intelligence. Previous works typically model it as a joint optimization problem and use search-based methods to find the optimal solution in the morphology spac…

Cited by 1SourceScholar
2021

Channel-Wise Mix-Fusion Deep Neural Networks for Zero-Shot Learning

ICASSP 2021accepted

Zero-shot learning (ZSL), with the assistance of the seen class image and additional semantic knowledge, generalizes its classification ability to the unseen class by aligning the visual-semantic space embeddings. Few previous methods have researched whether discriminative visual features are helpfu…

Cited by 1SourceScholar
2021

micROS.BT: An Event-Driven Behavior Tree Framework for Swarm Robots

IROS 2021poster

In this paper, we propose micROS.BT, an event-driven behavior tree (BT) framework aiming at supporting swarm-robot coordination. Compared with other BT frame-works, micROS.BT implements the event-driven way under the multi-thread mode, which can effectively save computing resources. Moreover, in ord…

Cited by 7SourceScholar
2020

An Actor-based Programming Framework for Swarm Robotic Systems

IROS 2020poster

Programming cooperative tasks for autonomous swarm robotic systems has always been challenging. In this paper, we introduce a concept ‘Actor’, as a virtualization for robot platforms. Every robot platform in the swarm robotic system carries out the task and interacts with others as an Actor. We desi…

Cited by 10SourceScholar