Smart Analytics & Reinforcement Learning

Exploring cutting-edge reinforcement learning applications from theoretical research to industry solutions at PLUS University Salzburg.

Our Research Contact Us

Research Areas

Our team focuses on these key areas of reinforcement learning and AI research:

Multivariate Time Series Analysis

Developing novel approaches for analyzing complex temporal data patterns and trends across multiple variables.

Bayesian Methods

Applying probabilistic modeling and Bayesian inference to handle uncertainty and incorporate prior knowledge in learning systems.

Human-AI Integration

Creating synergistic systems that combine human expertise with artificial intelligence capabilities for optimal decision-making.

Our Team

Meet the researchers and academics driving innovation in reinforcement learning:

Simon Hirlaender

Simon Hirlaender

Team Lead, Reinforcement Learning and Smart Analytics

Leading the SARL team's research initiatives in reinforcement learning applications and interdisciplinary AI projects.

Sarah Trausner

Sarah Trausner

Master Student (DEOP 2.5)

Master student working on dynamic energy optimization research. Active from October 1, 2024 to August 31, 2025.

Olga Mironova

Olga Mironova

Master Student (Danieli X - PLUS)

Master student involved in the Danieli X research collaboration. Active from February 15, 2024 to June 30, 2025.

Sabrina Pochaba

Sabrina Pochaba

Predoc-Position - In co-operation with Salzburg Research

Researcher focusing on multi-agent reinforcement learning. Active from September 1, 2021 to December 31, 2025.

Benjamin Halilovic

Benjamin Halilovic

Master Student

Master student contributing to the team's research in reinforcement learning and smart analytics.

Announcements & Upcoming Events

Featured

Reinforcement Learning Bootcamp 2025

September 17-19, 2025 Salzburg, Austria

Exciting News: We're thrilled to announce that the Bootcamp will once again take place in Salzburg from September 17th to 19th this year!

The SARL team is organizing an intensive bootcamp focused on Reinforcement Learning, designed for students, researchers, and industry professionals interested in learning and applying RL techniques.

What to Expect

  • Hands-on Learning: Practice implementing RL algorithms
  • Expert Guidance: Learn from leading researchers in the field
  • Collaborative Environment: Work on projects with peers
  • Networking Opportunities: Connect with the international RL community

Past Success

Our previous bootcamp transformed from a small student event into an international gathering with participants from around the world. It was a collaborative effort with partners from Fraunhofer Austria, JOANNEUM RESEARCH ROBOTICS, AI Austria, ExtensityAI, and our SARL team from IDA Lab Salzburg.

Official Website Contact for Details

Note: Registration will open in early 2025. Follow our updates for more information.

More Announcements

  • May 1, 2024 Open Positions: PhD and Postdoc in Reinforcement Learning Learn More
  • April 15, 2024 New Research Grant: AI for Sustainable Energy Systems Learn More

Recent Publications

Our latest research contributions to the field:

Our team actively contributes to the reinforcement learning research community. Below are our recent publications, including our latest contribution to the RL4AA'24 Workshop held at Paris-Lodron-Universität Salzburg.

Example Publication Title

Hirlaender, S., et al.

Journal of Reinforcement Learning, 2023

View Paper DOI

Another Example Publication

Team Members

Conference on AI and Machine Learning, 2022

View Paper DOI
View All Publications

Contact Us

Get in Touch

Email: simon.hirlaender@plus.ac.at

Team Page: SARL Team at PLUS

Department: Department of Artificial Intelligence and Human Interfaces

Faculty: Faculty of Digital and Analytical Sciences

University: PLUS University Salzburg, Austria

Visit Us

Address:

IDA Lab Salzburg
Fachbereich Artificial Intelligence & Human Interfaces (AIHI)
Fakultät Digital & Analytical Sciences (DAS)
Paris Lodron Universität Salzburg (PLUS)
Jakob-Haringer-Straße 6 | Techno 6 | 5020 Salzburg | Austria

IDA Lab Salzburg (SARL Team)
Jakob-Haringer-Straße 6 | Techno 6 | 5020 Salzburg | Austria