Tabular Algorithms

This section covers the tabular algorithms currently documented in MASA. These methods assume discrete state and action spaces and are implemented under masa/algorithms/tabular/.

QL is the baseline tabular learner. The other pages in this section describe variants that add safety-related penalties, auxiliary tables, or action overrides.

• Q Learning
• Q Learning Lambda
• LCRL
• SEM
• RECREG