Research & Expertise
- Autonomous 3D Exploration
- Safe Motion Planning
- Multi-Agent Exploration
- Dynamic Obstacle Avoidance
- Human-aware path planning
- Predictive models for dynamic obstacles (Model-based and data-driven)
- Learning system dynamics
Publications
See all Publications
PhD Coursework
- Autonomous Systems, 6hp (WASP)
- Becoming a Teacher in Higher Education, 6hp (DAL)
- Ethical, Legal and Societal Aspects of AI and Autonomous Systems, 3hp (WASP)
- The WASP Community Building Summer School 2024, 1,5hp (WASP)
- Artificial Intelligence and Machine Learning, 6hp (WASP)
- Research Education: How to Handle the New Challenges - The PhD-Student’s Performance Environment, 0,5hp (LiU)
- Reinforcement Learning, 6hp (WASP)
- Deep Learning, 6hp (WASP)
- WASP Summer School on Rethinking and Rescaling LLMs 2025, 1,5hp (WASP)
- WASP Project Course, 6hp (WASP)
- Fundamentals for PhD Studies in Science and Engineering, 6hp (LiU)
Talks, Presentations & Travel
- WARA-PS Demonstration Week. Sep, 2023.
- AI-workshop at LiU. Presented my research for brazilian deligation. Nov, 2023.
- WASP Winter Conference. Jan, 2024.
- Linköping AI Fair. Participation as exhibitor. May, 2024.
- ICRA24. Oral and Poster presentation for accpeted paper. May, 2024.
- WARA-PS Data-Collection Week. May, 2024, Yokohama, Japan.
- Presentation of Master Thesis for SAIS Master Thesis Award, SCAI. June, 2024.
- WARA-PS Demonstration Week. Sep, 2024.
- WASP Study Trip, Vancouver (ScanLine VFC (Netflix), CDM, UBC, Teledyne FLIR, EA RnD, Simon Fraser University). Sep, 2024.
- AIICS Seminar about my research (Department level). Nov, 2024.
- WASP Winter Conference. Jan, 2025.
- WARA-PS Data-Collection Week. May, 2025.
- WARA-PS Demonstration Week. Sep, 2025.
- WASP Study Trip, Los Angeles (WinstonHill, USC, JPL, (NASA), UC Irvine, Syntiant Corp, UCLA, Caltech.). Sep, 2025.
- IROS25. Oral and Poster presentation for accepted paper. Oct, 2025, Hangzhou, China.
Teaching
Courses
- TDDD92, Artificial Intelligence - Project, TA
- TDDE19 Advanced Project Course - AI and Machine Learning, TA
- TDDE13 Multi-Agent Systems, TA
- TDDD99 Professionalism for Engineers, TA
- AI Academy
- Sebastian: Turtlebot4 Point Cloud and 360 camera integration.
- Axel: Prediction of pedestrian movement using Trajnet++ and Atlas benchmark.
Master Thesis Supervision
- Sebastian Klasson, Line execution ordering of a coverage path planning algorithm for autonomous lawn mowers. Paused.
- Lukas Moe, Multi-agent 3D exploration in dynamic environments, 2025.
- William Jacobsson, Collision-free Neural Path Planning for Industrial Manipulator Robots, (Co-supervisor) 2025.
Awards
- SAIS Master Thesis Award 2024 for Best Master Thesis.
Software, Tools & Programming Languages
- ROS1
- ROS2
- Gazebo
- C++
- Python
- PyTorch
- Git
- Docker
- Linux
