A Roadmap for Scaling Search and Learning in Reinforcement Learning

Introduction Reinforcement learning (RL) has emerged as a powerful paradigm for training agents to make decisions in complex environments, achieving remarkable success in game-playing and robotics. However, the journey towards more general and capabl...