method
active
method:dyna-style-planning

Dyna-style planning

A model-based RL architecture that interleaves direct policy learning with hypothetical roll-outs from a learned model.

Neighborhood — ranked by edge-count

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • Optimization method used in distillation stage to learn behavioral expression of desired traits
  • Styleconcept0.681
    The recognizable geometric and visual character of buildings resulting from a particular form language.
  • The approach of creating form by introducing one profound local symmetry at a time, chosen to maximize feeling.
  • 1960s-70s scholarly movement Alexander initially championed then rejected; attempted to systematize design process through methods; Alexander later opposed separation of study from practice.
  • Planning featureconcept0.665
    Features that activate before the action sequence they bring about, fulfilling functions of intention
  • Paradigm of finding the right direction in activation space (e.g., linear steering).
  • Kent Beck's interpretation of Alexander; technologists value Alexander for enabling horizontal, codified design processes that challenge traditional architectural hierarchy.
  • The cognitive process of understanding spatial-graphical organization as meaning-producing.