Reinforcement learning is the science of decision making, where an agent learns to behave in a way which will yield them maximum reward.

The Inefficiency of Static Chain-of-Thought Reasoning in LRMs Recent LRMs achieve top performance by using detailed CoT reasoning to solve complex tasks. However, many simple tasks they handle could ...