Inference and Dynamic Decision-Making for Deteriorating Systems
How Bayesian networks and deep multi-agent RL can manage structural systems under deterioration dependence — outperforming heuristic strategies by over 20%.
Read post → June 2023IMP-MARL: Benchmarking Multi-Agent RL for Infrastructure Management
Introducing a suite of cooperative MARL environments motivated by real-world inspection and maintenance planning for offshore wind farms.
Read post →Teaching post coming soon
Notes on pedagogy, course design, or student supervision
Your next post
Duplicate imp-marl.html to get started
📝 How to add a new post
1. Copy blog/imp-marl.html and rename it (e.g. blog/my-new-post.html).
2. Edit the title, date, tags, and body content inside the new file.
3. Add a new <a class="post-card" data-tags="research teaching"> block here, with the relevant tags from: research, teaching, marl, bayesian, tutorial, software, opinion.
4. To add a brand new tag: add a <button class="tag-btn" data-tag="mytag"> in the tag row above.