Experiential Reinforcement Learning

Reinforcement learning with an experience-reflection-consolidation loop

Paper

arXiv:2602.13949

Experiential RL introduces a training loop where agents learn through experience, reflect on their performance, and consolidate lessons into improved behavior. Built on rLLM’s training infrastructure.