Human and Bounded-Rational Decision Models
Modeling rational agents with human biases in decision processes.
Summary
This collaboration focused on agent models for (PO)MDPs that account for bounded rationality and human-like bias.
Research Question
How should rational-agent models be adapted when the objective is to better reflect realistic, biased, or bounded decision-makers?
Methodology
- Agent modeling for (PO)MDPs
- Benchmark construction in Julia
- Emphasis on computational tools for structured decision-process research
Key Contributions
- Implemented agent models with bounded-rational behavior
- Built JuliaProgrammingPuzzles.jl to benchmark ParametricInversion.jl
- Strengthened the connection between modeling and reproducible tooling