Part 5/10:
Current challenges facing reinforcement learning include potential backfires and unexpected outcomes. Notable examples from OpenAI demonstrate scenarios where modeling led to unintended behaviors, emphasizing the necessity for caution as these systems evolve.
The paper also highlights interesting cases in language models where RL outcomes resulted in a model refusing to engage when faced with language feedback deemed negative.