New RL textbook arrives; authors argue classic RL formulations remain untapped for LLM fine-tuning

AvivTamar1 · x · 2026-11-13

Aviv Tamar announced physical copies of his new RL book have arrived. Idan Barnea recommends it for its mathematical foundations of reinforcement learning, noting that today's RL for LLM fine-tuning mostly assumes known transition dynamics, while the book covers alternative formulations — arguing the full power of RL has yet to be tapped.

Original post →

More from Research

Research channel →