Welcome to the proceedings of the "Workshop of Physical Agents", a distinguished gathering that brings together researchers and practitioners from diverse fields such as computer vision, robotics, cognitive architectures, and machine learning. This workshop serves as a vibrant platform for the exchange of innovative ideas, cutting-edge research, and transformative technologies that are shaping the future of physical agents. Physical agents, encompassing autonomous robots, intelligent systems, and adaptive software agents, are becoming increasingly integral to various aspects of our lives. From enhancing industrial automation to advancing medical diagnostics, these agents are pushing the boundaries of what is possible in both the digital and physical realms. The interdisciplinary nature of this workshop reflects the multifaceted challenges and opportunities in developing, deploying, and understanding these sophisticated systems. This collection of scientific papers represents the latest advancements in the field. Our contributors delve into a wide array of topics, showcasing the breadth and depth of current research. The papers are organized into several key themes: Computer Vision, Intelligent Robotics, Machine learning, Social Robotics, Intelligent Robotics and Cognitive robotics. The diversity of topics covered in this workshop underscores the collaborative spirit and interdisciplinary approach essential for advancing the field of physical agents. Each paper has undergone a rigorous peer-review process, ensuring the highest standards of scientific quality and relevance. We extend our heartfelt gratitude to the authors for their valuable contributions, the reviewers for their insightful feedback, and the organizing committee for their dedication and hard work in making this workshop a success. We also thank our sponsors and supporters for their generous contributions, which have been instrumental in facilitating this event. As you explore these proceedings, we hope you find inspiration and new perspectives that will drive your research and innovation in physical agents. May this workshop foster fruitful discussions, collaborations, and advancements that will shape the future of technology and its impact on society. Welcome to the "Workshop of Physical Agents" 2024. Sincerely, Miguel Cazorla, Francisco Gomez-Donoso, Felix Escalona.
Plenary I: Fundamental Challenges in Deploying Autonomous Systems in Industrial and Urban Environments
Eduardo Nebot
pág. 1
Plenary II: Spotting Robots: Toward Scene Understanding and Dynamic Object Interactions
pág. 2
PAWS: Personal Assistance Walking System for the Visually Impaired
Carmen Losantos Pulido, Félix Escalona, Miguel Cazorla, Francisco Gómez Donoso
págs. 3-15
Re-engineering EBO: Advancing Social Robotics for Enhanced Care
Sergio Eslava, Alejandro Torrejón, Pedro Núñez
págs. 16-30
Enhancing Cognitive Therapies for Older Adults with EBO: An Autonomous Social Robot System Integrating LLMs and Therapist-in-the-Loop
Antonio Blanco Castillo, Pedro Núñez, Jackie Lee Chong Ojeda, Alicia Cordón
págs. 31-45
Defining a Standard Blockchain-based Black Box for Autonomous Systems
Laura Inyesto Alonso, David Sobrín Hidalgo, Claudia Álvarez Aparicio, Vicente Matellán Olivera , Adrián Campazas Vega, Ángel Manuel Guerrero Higueras
págs. 46-59
Upgrading the cognitive architecture of a robot to become socially aware
José Galeas, Pedro Núñez, Alberto Tudela, Antonio Jerez, Oscar Pons, Juan Pedro Bandera
págs. 60-73
Formalizing a Social Navigation Use Case in PDDL
Camino Rodríguez, Alba Gragera, Angel García Olaya , Fernando Fernández, José Galeas, Pablo Bustos
págs. 74-88
Quadrupeds Robots in Herding: Metrics for Experimental Validation of Animal-Robot Interactions
Beatriz Jové de Castro, Alexis Gutiérrez, Camino Fernández Llamas , Lidia Sánchez, Francisco Javier Rodríguez Lera , Vicente Matellán Olivera
págs. 89-102
Graph-based inner state prediction for a socially aware robot
José Tejón Moreno, Juan Pedro Bandera, Antonio Bandera , Adrián Romero Garcés
págs. 103-115
On the use of ontologies as knowledge source for social robots the INSIGHT research project
Jesús Martínez Gómez , Ismael García Varea , M. Julia Flores , Luis de la Ossa , Javier Ballesteros Jerez, Antonio Bandera , Rebeca Marfil Robles , Pilar Bachiller Burgos , Pablo Bustos García de Castro
págs. 116-128
Enhanced Robot Navigation in a Cyber-PhysicalSystem-of-Systems Architecture
Alberto Tudela, José Galeas, Oscar Pons, Juan Pedro Bandera, Antonio Bandera
págs. 129-142
CORTEX as an Enabler of Multi-platformIntegration in Internet of Robotics Thingsecosystems
Alberto Tudela, José Galeas, Oscar Pons, Carlos Madrid, Sara Aguilera, Pablo Gómez Gómez, Juan Pedro Bandera, Antonio Bandera , Pablo Bustos
págs. 143-157
Integration of a Sign Language Interface in a Socially Assistive Robot
Sohaila Chtioui Bouhou, Alberto Tudela, José Galeas, Oscar Pons, Antonio Bandera , A. Romero Garcés
págs. 158-168
Impact of Real time on Active Perception Systems applied to Social Robotics
Antonio Alberto García Gómez Jacinto, Juan Diego Peña Narváez, Rodrigo Pérez Rodríguez , José Miguel Guerrero Hernández, Francisco Martín Rico , Juan Carlos Manzanares Serrano
págs. 169-185
Discrete Active Inference with Dynamic Scene Graphs
Pablo Lanillos, Pablo Bustos
págs. 186-205
Imitation Learning for vision based Autonomous Driving with Ackermann cars
Alejandro Moncalvillo González, José María Cañas Plaza , Sergio Paniego Blanco, Roberto Calvo Palomino, Abdulla Al-Kaff
págs. 206-219
Multimodal Emotional Recognition for Human-Robot Interaction in Social Robotics
Sergio García Muñoz, Francisco Gómez Donoso , Miguel Cazorla Quevedo
págs. 220-234
People detection on 2D laser range nder datausing deep learning and machine learning
José Antonio Abrego González, Eugenio Aguirre Molina , Miguel García Silvente
págs. 235-249
Lightweight Automated Vehicle Simulator for Studying Drivers Reactions in Real Scenarios
págs. 250-264
Analysis of strategies to apply federated learning in the field of robotics
Roi Martínez Enríquez, Nicolás Fraga Corredoira, José Miguel Burés Amatriaín, Roberto Iglesias Rodríguez , Francisco Javier García Polo, José Ramón Fernández Vidal
págs. 265-279
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