A Survey on Active Simultaneous Localization and Mapping: State of the Art and New Frontiers

Author:

Placed Julio A.1ORCID,Strader Jared2ORCID,Carrillo Henry3,Atanasov Nikolay4ORCID,Indelman Vadim5ORCID,Carlone Luca2ORCID,Castellanos José A.1ORCID

Affiliation:

1. Instituto de Investigación en Ingeniería de Aragón (I3A), Universidad de Zaragoza, Zaragoza, Spain

2. Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA

3. Genius Sports, Medellín, Antioquia, Colombia

4. Department of Electrical and Computer Engineering, UC San Diego, La Jolla, CA, USA

5. Department of Aerospace Engineering, Technion—Israel Institute of Technology, Haifa, Israel

Funder

MINECO Project

Israel Science Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Control and Systems Engineering

Reference273 articles.

1. Deep Reinforcement Learning Robot for Search and Rescue Applications: Exploration in Unknown Cluttered Environments

2. Deep reinforcement learning based mobile robot navigation: A review

3. Learning to explore using active neural SLAM;chaplot;Proc Int Conf Learn Representations,0

4. Deep recurrent Q-learning for partially observable MDPs;hausknecht;Proc AAAI Fall Symp Ser,0

5. Deep Reinforcement Learning-Based Automatic Exploration for Navigation in Unknown Environment

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