ROLL vs LLM-Agent-Paper-List

Common questions

What is the difference between ROLL and LLM-Agent-Paper-List?

ROLL: Scaling Library for Reinforcement Learning with Large Language Models. LLM-Agent-Paper-List: Must-read papers for LLM-based agents.. See the comparison table for live GitHub stats and shared categories.

When should I choose ROLL over LLM-Agent-Paper-List?

Choose ROLL over LLM-Agent-Paper-List when Tags unique to ROLL: agentic, rlhf, rlvr; When developing reinforcement learning applications requiring integration of large language models, offering efficient scalability solutions; More recently updated (last pushed Sep 6, 2026).

When should I choose LLM-Agent-Paper-List over ROLL?

Choose LLM-Agent-Paper-List over ROLL when Tags unique to LLM-Agent-Paper-List: agent, evaluation, large-language-models, llm; Also covers AI Agents; When you need a comprehensive list of must-read papers on LLM-based agents, including detailed insights into AgentGym, a framework for developing and training LLM agents through reinforcement learning.

When should I avoid ROLL?

Avoid for tasks that prioritize minimalist setups over advanced feature integrations like Alibaba Cloud Function Compute DevPods. Not suitable if you prefer tools without built-in support for converting models between MCoreAdapter and Hugging Face formats.

When should I avoid LLM-Agent-Paper-List?

If you are looking for a tool that focuses on a broader range of AI agent development beyond LLM-based agents, as LLM-Agent-Paper-List is specifically curated for LLM-based agents When you need real-time updates or a dynamic list of papers, as the repository is a static list and does not automatically update with new publications If you require a tool that includes practical code implementations for all listed papers, as the repository primarily serves as a list and does not provide comprehensive code for every paper

Is ROLL or LLM-Agent-Paper-List more popular on GitHub?

LLM-Agent-Paper-List has more GitHub stars (8,222 vs 3,383). Stars measure visibility, not whether either tool fits your constraints.

Are ROLL and LLM-Agent-Paper-List open source?

Yes - both are open-source projects on GitHub.

Where can I find alternatives to ROLL or LLM-Agent-Paper-List?

GraphCanon lists graph-backed alternatives at ROLL alternatives and LLM-Agent-Paper-List alternatives (ROLL markdown twin, LLM-Agent-Paper-List markdown twin), ranked by typed relationship edges rather than popularity votes.

Is there a machine-readable version of this comparison?

Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

Which is better maintained, ROLL or LLM-Agent-Paper-List?

ROLL: Very active. LLM-Agent-Paper-List: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

Where are the full trust reports for ROLL and LLM-Agent-Paper-List?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ROLL trust report; LLM-Agent-Paper-List trust report.