July 8, 2026•cameronrwolfe.substack.com•▲rl▲fine-tuning▲mlContinual Learning with RL for LLMsCameron Wolfe’s analysis on applying reinforcement learning for ongoing post-training adaptation without catastrophic forgetting. Explores replay buffers, KL regularizers, and distribution shift mitigation.
