finding
active
finding:in-a-single-illustrative-episode-seed-2-mean-efe-after-sticker-removal-was-12-00-lower-than-before-removal-after-500k-training-stepsIn a single illustrative episode (seed 2), mean EFE after sticker removal was 12.00 lower than before removal after 500k training steps
Qualitative confirmation of EFE drop in trained model vs. untrained model (Δ = +1.70)
Source paper
extracted_from(2026) · Dongmin Kim · Hoshinori Kanazawa · Yasuo Kuniyoshi
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Baseline EFE when sticker is present, used for comparison
- Confirms that EFE systematically decreases after sticker removal, validating the self-prior as internal criterion
- Control showing that the EFE signal is learned, not inherent to the architecture
- Shows learning progression from chance-level to functional behavior
- Suggests the agent learned to recognize and approach the sticker before achieving reliable removal
- Agent achieves approximately 70% sticker-removal success rate by end of 500k training stepsfinding0.769Main behavioral result demonstrating the model's efficacy in the mirror-mark task
- Connects the model's behavior to Zaadnoordijk and Bayne's taxonomy of intentional agency
- Shows the self-prior's generative distribution rejects sticker-bearing states