The Free Inference Dimension: Complexity Measure for Zero-Collision Navigation under Hypothesis Mixtures

Luiz Carlos Castro Guedes, Edward Hermann Haeusler

Solomonoff induction frames prediction as a mixture over computable hypotheses, typically leading to identification of the true environment. In a finite meta-reinforcement learning…