> ## Documentation Index
> Fetch the complete documentation index at: https://rllm-org-rllm-19-feat-renderer-parser-backend.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Experiential Reinforcement Learning

> Reinforcement learning with an experience-reflection-consolidation loop

<Card title="Paper" icon="file-lines" href="https://arxiv.org/pdf/2602.13949v1">
  arXiv:2602.13949
</Card>

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.