Research · memo · added 9 Mar 2026
Agentic Critical Training (ACT)
A research note, not a framework evaluation. It carries no architecture score and is not part of the directory or the comparison table.
ACT is a two-stage RL training paradigm that fixes the fundamental weakness of imitation learning (IL): IL teaches agents *what* expert actions look like, but never forces models to understand *why* those actions are better than alternatives.