dialogue articles
Who established Reinforcement Learning as a distinct field with their seminal textbook?
What function does the Reward Model (RM) serve in the Reinforcement Learning from Human Feedback (RLHF) process?
What specific level did EACL 2006 research focus RL on for learning optimal dialogue strategies?
What essential concept must an RL agent learn to maximize over a sequence of interactions?
What major award did Richard S. Sutton and Andrew G. Barto receive in 2023?
Why is Temporal-Difference (TD) learning considered significant in RL research?
Regarding LLM dialogue agents, what characteristic defines their action space?
Which reinforcement learning algorithm is typically utilized during the RL Fine-Tuning stage of RLHF?
How does the objective learned via RL in dialogue differ from supervised learning next-token prediction?