Preprint / scholarly article

Thermodynamically Constrained Future Specification under No-Meta Observation

K. Takahashi

Published
DOI
10.5281/zenodo.17934307

Full text PDF (Zenodo)

Abstract

A “future” is not treated as an externally true trajectory, but as an internal specification variable implemented by a terminal potential and realized through exponential tilting of a dominated baseline predictive law, yielding a plan distribution without invoking hidden meta-objectives.

Keywords

  • no-meta observation
  • future specification
  • terminal potential
  • exponential tilting
  • gibbs variational principle
  • KL-regularized control
  • remainder rollout
  • continuous action spaces
  • now-referenced loss
  • conditional mutual information
  • present-compression gap
  • thermodynamics of computation

Identifiers and source records