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Why Turning Off Exploration Noise Saved This Flight Control AI

A researcher built NOML, a hierarchical TD3 variant for continuous flight control that breaks conventional RL wisdom by disabling exploration noise—and gets better results.

1 min read

Reinforcement learning for continuous control sounds like a solved problem. You take TD3, tune your rewards, and let it fly. Except it doesn't. [A researcher working on 6-DoF flight simulation hit a wall that vanilla TD3 couldn't escape: the agent would train well, then collapse into unrecoverable p...

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Method & sources
Source type
Community signal (Reddit) — our summary + analysis
Source link
Reddit · reddit-machinelearning
Published
UTC
Byline
By the gotcontext.ai team (editorial standards)
Correction?
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