Yes, Q-learning Helps Offline In-Context RL

This study shows that integrating Reinforcement Learning in an offline In-Context RL framework improves performance by 40% over Algorithm Distillation across diverse datasets and environments.

https://arxiv.org/abs//2502.17666

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