Learning to Reason without External Rewards
aka Self-Confidence is All You Need
ReinforcementLearning
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Absolute Zero: Reinforced Self-play Reasoning with Zero Data
learn to reason without any human-annotated data.
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Playing Atari with Deep Reinforcement Learning
a classic paper applying neural networks to RL for game playing
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Q-Learning
a reinforcement learning algorithm for finding optimal policies
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Markov Decision Process (MDP)
A mathematical framework for modelling decision-making under uncertainty