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Emotional support chatbots can now learn to better understand and respond to your needs by actively probing for information, leading to more helpful and empathetic conversations.
Token-level policy gradients fall short in complex reasoning tasks, but treating sequences of tokens as unified actions can significantly boost performance in mathematical and coding benchmarks.