Results for "policy consistency"

Systematic review of model/data processes to ensure performance, fairness, security, and policy compliance.

All possible configurations an agent may encounter.

Formal framework for sequential decision-making under uncertainty.

Fundamental recursive relationship defining optimal value functions.

Expected return of taking action in a state.

Formal model linking causal mechanisms and variables.

Expected causal effect of a treatment.

Ensuring learned behavior matches intended objective.

Randomizing simulation parameters to improve real-world transfer.

RL using learned or known environment models.

Learning policies from expert demonstrations.

Inferring reward function from observed behavior.