Zhao et al. (2025b) characterized Reinforcement Learning as an “echo chamber” that converges to a single dominant output format found in pre-training data, which suppresses diversity while enabling positive transfer from simple to complex tasks.

Authors

• Person: Not available Organization: arXiv
  A Survey on the Theory and Mechanism of Large Language Models

Sources

• A Survey on the Theory and Mechanism of Large Language Models arxiv.org arXiv via serper

Referenced by nodes (1)

• reinforcement learning concept