Proto-Value Functions

Mahadevan, S. (2005). Proto-Value Functions: Developmental Reinforcement Learning.

Type

Unclassified

Intellectual base

Unclassified

Year

2005

Link

no authoritative link yet

Cited by

1 citation across 1 artifact.

Domain-specific

• Proto-value function
  • PVFs are eigenvectors of graph Laplacian or diffusion operators over sampled states, capturing multiscale geometry before a particular reward is specified; representation quality depends on transition data and graph construction.

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Registry ID ref:0b2d812d7118 · see in the full table