According to DeepLearning.AI, reinforcement learning (RL) is increasingly being used to enhance reasoning capabilities in models such as DeepSeek-R1 and Kimi k1.5. These models employ RL to refine their reasoning steps, resulting in more precise solutions in complex fields like mathematics and coding. This development could potentially influence trading strategies in algorithmic trading by improving computational accuracy and efficiency (source: DeepLearning.AI).