Enhancing robot task completion through environment and task inference: A survey from the mobile robot perspective

AH Tan, G Nejat - Journal of Intelligent & Robotic Systems, 2022 - Springer
In real-world environments, ranging from urban disastrous scenes to underground mining
tunnels, autonomous mobile robots are being deployed in harsh and cluttered …

Survey on learning-based scene extrapolation in robotics

S Güzel, S Yavuz - International Journal of Intelligent Robotics and …, 2024 - Springer
Human's imagination capability provides recognition of unseen environment which should
be improved in robots in order to have better map**, planning, navigation and exploration …

4CNet: A Diffusion Approach to Map Prediction for Decentralized Multi-robot Exploration

AH Tan, S Narasimhan, G Nejat - arxiv preprint arxiv:2402.17904, 2024 - arxiv.org
Mobile robots in unknown cluttered environments with irregularly shaped obstacles often
face sensing, energy, and communication challenges which directly affect their ability to …

Sepaint: Semantic map inpainting via multinomial diffusion

Z Chen, D Duggirala, D Crandall… - 2024 IEEE/RSJ …, 2024 - ieeexplore.ieee.org
Prediction beyond partial observations is crucial for robots to navigate in unknown
environments because it can provide extra information regarding the surroundings beyond …