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Ci Chen

4 accepted papers

2024

A Fast Motion and Foothold Planning Framework for Legged Robots on Discrete Terrain

IROS 2024poster

Legged robot proved their capability to cross complex terrain in recent research, yet the autonomy of robots on discrete terrain still needs to be enhanced since it requires a full stack framework. This paper introduces a real-time motion and foothold planning framework tailored for legged robots na…

Cited by 0SourceScholar
2023

C2: Co-design of Robots via Concurrent-Network Coupling Online and Offline Reinforcement Learning

IROS 2023poster

With the increasing computing power, using data-driven approaches to co-design a robot's morphology and controller has become a promising way. However, most existing data-driven methods require training the controller for each morphology to calculate fitness, which is time-consuming. In contrast, th…

Cited by 3SourceScholar
2023

Failure-aware Policy Learning for Self-assessable Robotics Tasks

ICRA 2023poster

Self-assessment rules play an essential role in safe and effective real-world robotic applications, which verify the feasibility of the selected action before actual execution. But how to utilize the self-assessment results to re-choose actions remains a challenge. Previous methods eliminate the sel…

Cited by 2SourceScholar
2020

Motion Planning for Heterogeneous Unmanned Systems under Partial Observation from UAV

IROS 2020poster

For heterogeneous unmanned systems composed of unmanned aerial vehicles (UAVs) and unmanned ground vehicles (UGVs), using UAVs serve as eyes to assist UGVs in motion planning is a promising research direction due to the UAVs’ vast view scope. However, its limitations on flight altitude prevent the U…

Cited by 7SourceScholar