Radosław Klimek

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=====Intelligent Environments, Ubiquitous Computing, and Autonomous AI Systems=====

This research area focuses on intelligent environments, pervasive and ubiquitous computing, ambient intelligence, and context-aware autonomous systems operating in dynamic and distributed environments. The research explores how Artificial Intelligence, Large Language Models (LLMs), intelligent agents, and adaptive decision-support mechanisms can be integrated with real-time contextual information, sensor networks, IoT infrastructures, and embedded computing environments.

Particular attention is given to intelligent environments capable of proactive behavior, situational interpretation, adaptive coordination, and autonomous decision-making in partially observable and continuously evolving conditions. The research investigates context-aware AI systems, distributed intelligent infrastructures, multi-agent cooperation, ambient intelligence, and autonomous workflows operating under uncertainty and changing environmental conditions.

An important research direction concerns intelligent supervision, behavioral analysis, and trustworthy operation of autonomous AI agents embedded in pervasive computing environments. The research also investigates adaptive coordination mechanisms, explainable AI-driven decision support, and workflow-aware monitoring of distributed intelligent systems interacting with users, devices, sensors, and other autonomous agents.

Potential application areas include intelligent environments, IoT ecosystems, public safety systems, autonomous coordination platforms, smart infrastructures, monitoring systems, and AI-assisted operational environments.
Expected outcomes include new architectures for intelligent environments, context-aware AI frameworks, adaptive autonomous systems, intelligent multi-agent platforms, and trustworthy AI mechanisms supporting safe and explainable operation in real-world distributed environments.

=== See also ===

  * **Radoslaw Klimek**. [[https://www.sciencedirect.com/science/article/abs/pii/S0020025523013579|Ambient-Aware Continuous Aid for Mountain Rescue Activities]]. Information Sciences, 653, 2024.
  * **Radoslaw Klimek**. [[https://aisel.aisnet.org/pacis2025/transform/transform/1/|Context-Aware Intelligent Tourist Assistant]]. Pacific Asia Conference on Information Systems (PACIS 2025).
  * **Radoslaw Klimek**. [[https://www.springerprofessional.de/en/police-interventions-as-a-context-aware-system-a-case-of-a-conte/25538868|Police Interventions as a Context-Aware System: A Case of Contextual Data Modelling]]. International Conference on Information Systems Development (ISD 2022).
  * **Radoslaw Klimek**. [[https://www.mdpi.com/1424-8220/20/20/5837|Sensor-Enabled Context-Aware and Pro-Active Queue Management Systems in Intelligent Environments]]. Sensors, 20(20), 2020, Article 5837.
  * Gao C. et al. [[https://arxiv.org/abs/2312.11970|Large Language Models Empowered Agent-Based Modeling and Simulation: A Survey and Perspectives]]. Humanities and Social Sciences Communications, 11(1), Article 1259, 2024.
  * Jimenez-Romero C., Yegenoglu A., Blum C. [[https://arxiv.org/abs/2503.03800|Multi-Agent Systems Powered by Large Language Models: Applications in Swarm Intelligence]]. Frontiers in Artificial Intelligence, 2025.