Introduces LEAST, an adaptive early-episode-stopping rule for off-policy deep RL that improves learning efficiency on MuJoCo and DeepMind Control benchmarks.
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The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning
Introduces LEAST, an adaptive early-episode-stopping rule for off-policy deep RL that improves learning efficiency on MuJoCo and DeepMind Control benchmarks.