Zhengcheng Shen

Postdoctoral Researcher

Previously: Max Planck Institute, Germany

About

Expert in semantic cognition and spatial imagination for mobile robots. Co-author on IROS Best Paper nominee. Previously at Max Planck Institute, Germany.

Research Interests

Semantic CognitionSpatial AIFoundation Models

Mentored by

Linh Kästner

Publications (3)

Arena-Rosnav: Towards Deployment of Deep-RL-Based Obstacle Avoidance into Conventional Autonomous Navigation Systems

Linh Kästner, Teham Buiyan, Xinlin Zhao, Lei Jiao, Zhengcheng Shen, Tuan Anh Le and Jens Lambrecht

IEEE/RSJ IROS 2021, Prague, Czech Republic2021-06-01

Preprint Code Video

Connecting Deep-RL-based Obstacle Avoidance with Conventional Global Planners using Waypoint Generators

Linh Kästner, Teham Buiyan, Xinlin Zhao, Zhengcheng Shen, Jens Lambrecht

IEEE/RSJ IROS 2021, Prague, Czech Republic2021-06-01

Preprint Code

Spatial Imagination With Semantic Cognition for Mobile Robots

Zhengcheng Shen, Linh Kästner, Jens Lambrecht

IEEE/RSJ IROS 2021, Prague, Czech Republic2021-06-01Nominated for Best Technical Paper Award

Preprint Code

Interested in collaborating?

Reach out to Zhengcheng Shen or apply to join ARENA Lab.

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