research
∙
09/18/2023
Beyond expected values: Making environmental decisions using value of information analysis when measurement outcome matters
In ecological and environmental contexts, management actions must someti...
share
research
∙
05/29/2023
Cross-Entropy Estimators for Sequential Experiment Design with Reinforcement Learning
Reinforcement learning can effectively learn amortised design policies f...
research
∙
02/10/2022
Bayesian Optimisation for Mixed-Variable Inputs using Value Proposals
Many real-world optimisation problems are defined over both categorical ...
research
∙
02/02/2022
Optimizing Sequential Experimental Design with Deep Reinforcement Learning
Bayesian approaches developed to solve the optimal design of sequential ...
research
∙
07/27/2020
