Non Humanoid Robot
Non-humanoid robots encompass a diverse range of designs, from multi-legged robots inspired by insects to wheeled and even flapping-wing robots, all aiming to achieve efficient and adaptable locomotion and manipulation in various environments. Current research emphasizes improving robot autonomy through reinforcement learning, particularly for gait generation and task planning, often incorporating large language models (LLMs) for natural language instruction processing and human-robot interaction. These advancements are significant for expanding robotic capabilities in challenging tasks such as cooking, search and rescue, and collaborative assembly, ultimately impacting fields ranging from manufacturing and healthcare to exploration and disaster response.
Papers
How Much Progress Did I Make? An Unexplored Human Feedback Signal for Teaching Robots
Hang Yu, Qidi Fang, Shijie Fang, Reuben M. Aronson, Elaine Schaertl Short
Modeling and Analysis of Multi-Line Orders in Multi-Tote Storage and Retrieval Autonomous Mobile Robot Systems
Xiaotao Shan, Yichao Jin, Peizheng Li, Koichi Kondo
Meta-Reinforcement Learning for Universal Quadrupedal Locomotion Control
Fabrizio Di Giuro, Fatemeh Zargarbashi, Jin Cheng, Dongho Kang, Bhavya Sukhija, Stelian Coros
Corki: Enabling Real-time Embodied AI Robots via Algorithm-Architecture Co-Design
Yiyang Huang, Yuhui Hao, Bo Yu, Feng Yan, Yuxin Yang, Feng Min, Yinhe Han, Lin Ma, Shaoshan Liu, Qiang Liu, Yiming Gan
Tools Fail: Detecting Silent Errors in Faulty Tools
Jimin Sun, So Yeon Min, Yingshan Chang, Yonatan Bisk
A Survey on Privacy Attacks Against Digital Twin Systems in AI-Robotics
Ivan A. Fernandez, Subash Neupane, Trisha Chakraborty, Shaswata Mitra, Sudip Mittal, Nisha Pillai, Jingdao Chen, Shahram Rahimi
Optimal Multi-Robot Communication-Aware Trajectory Planning by Constraining the Fiedler Value
Jeppe Heini Mikkelsen, Roberto Galeazzi, Matteo Fumagalli
LLCoach: Generating Robot Soccer Plans using Multi-Role Large Language Models
Michele Brienza, Emanuele Musumeci, Vincenzo Suriani, Daniele Affinita, Andrea Pennisi, Daniele Nardi, Domenico Daniele Bloisi