Machine Heart
May 10, 2026 · Artificial Intelligence
Sutton’s New Intentional Updates: Solving Streaming RL’s Major Flaw with a 1967 Formula
The article reviews the recent Intentional Updates framework—co‑authored by Turing laureate Richard Sutton—that redefines step‑size in streaming reinforcement learning using a 1967 NLMS‑style formula, details its algorithmic design, experimental validation, and remaining challenges.
Suttonintentional updatespolicy gradient
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