Don’t Miss the Exit: Identifying Critical States in Sequential Decision-Making for Biodiversity

Student project Ongoing Monash University

Don't Miss the Exit: Identifying Critical States in Sequential Decision-Making for Biodiversity

Master of AI research thesisFIT5126 / FIT51272026–20272 students

Co-supervised with Prof Iadine Chadès (Monash) and Dr Frits de Nijs (Monash)

Develops new ways to identify critical states in sequential decision-making models (Markov Decision Processes) used to manage biodiversity. The project will improve the interpretability, trust and uptake of sequential decision-making models for biodiversity conservation, and strengthen adaptive management practice.

MDPs Interpretability Sequential Decision-Making Adaptive Management