Voronoi-based multi-robot autonomous exploration in unknown environments via deep reinforcement learning
Autonomous exploration is an important application of multi-vehicle systems, where a team
of networked robots are coordinated to explore an unknown environment collaboratively …
of networked robots are coordinated to explore an unknown environment collaboratively …
Adaptive and intelligent robot task planning for home service: A review
H Li, X Ding - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
The uncertainty and dynamic of home environment present great challenges to the task
planning of service robots. The nature of the home environment is highly unstructured, with a …
planning of service robots. The nature of the home environment is highly unstructured, with a …
Service planning oriented efficient object search: A knowledge-based framework for home service robot
In the unstructured family environment, robots are expected to provide various services to
improve the quality of human life, based on the performance of specific action sequences …
improve the quality of human life, based on the performance of specific action sequences …
Commonsense knowledge in cognitive robotics: a systematic literature review
One of the big challenges in robotics is the generalization necessary for performing
unknown tasks in unknown environments on unknown objects. For us humans, this …
unknown tasks in unknown environments on unknown objects. For us humans, this …
Towards optimal correlational object search
In realistic applications of object search, robots will need to locate target objects in complex
environments while coping with unreliable sensors, especially for small or hard-to-detect …
environments while coping with unreliable sensors, especially for small or hard-to-detect …
Building metric-topological map to efficient object search for mobile robot
In this article, an effective solution is presented for efficient robotic object search by
leveraging metric-topological map. Based on the reference of objects, we construct a novel …
leveraging metric-topological map. Based on the reference of objects, we construct a novel …
Semantic grounding for long-term autonomy of mobile robots toward dynamic object search in home environments
In this article, we presents an effective semantic grounding scheme to long-term mobile
robots for dynamic object search in open/dynamic home environments. The challenge of this …
robots for dynamic object search in open/dynamic home environments. The challenge of this …
Zero-shot active visual search (zavis): Intelligent object search for robotic assistants
In this paper, we focus on the problem of efficiently locating a target object described with
free-form text using a mobile robot equipped with vision sensors (eg, an RGBD camera) …
free-form text using a mobile robot equipped with vision sensors (eg, an RGBD camera) …
Service skill improvement for home robots: Autonomous generation of action sequence based on reinforcement learning
It still remains a challenge for robots to obtain knowledge automatically for performing home
services. In the human learning process, natural languages act as an outline in guiding …
services. In the human learning process, natural languages act as an outline in guiding …
User preference-aware navigation for mobile robot in domestic via defined virtual area
Human-aware robot navigation is the key to facilitate the deployment of mobile robots into
human–robot shared environments. Although many efforts have been made in this regard …
human–robot shared environments. Although many efforts have been made in this regard …