ConceptRSI / Recursive Self-Improvement
Recursive Self-Improvement
A paradigm in which an agent continuously improves its capabilities through iterative self-improvement. In embodied settings it faces a structural tension between optimizing the tool rack and fine-tuning the actuator.
Timeline (last 90 days)
Oct 15
Existing recursive self-improvement methods fall into two categories: one freezes the executor and only optimizes the tool harness, which prevents the agent from learning new actions; the other directly fine-tunes the executor on failed trajectories without attribution.
Unverified50%