UCB exploration via Q-ensembles
Signal
45
Hype
15
In three linesOpenAI introduces an uncertainty-based exploration method (UCB) using Q-ensembles for reinforcement learning. The technique improves exploration by estimating uncertainty through multiple Q-estimators, enabling better exploration-exploitation trade-off.Read source
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