---
title: "Who cites Reason for Future, Act for Now: A — 10 citing papers"
description: "10 papers of the Elamur Research library cite «Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with…"
canonical: "https://research.elamur.ai/free/en/papers/liu-2023-reason-future-act-now-principled/cited-by/"
---
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# Who cites «Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency»

10 papers of our library cite it (of the 149,439 whose bibliographies we read) · 6 with a page here, the most cited first · [← back to «Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency»](https://md.research.elamur.ai/free/en/papers/liu-2023-reason-future-act-now-principled/)

1. [**RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning arXiv:2504.20073**Zihan Wang, Kangrui Wang, Qineng Wang, et al.*2025 · 71 citations*](https://md.research.elamur.ai/free/en/papers/wang-2025-ragen-understanding-self-evolution-llm/)
2. **[WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment](https://md.research.elamur.ai/free/en/papers/tang-2024-worldcoder-model-based-llm/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Hao Tang, Darren Key, Kevin Ellis*2024 · 32 citations*
3. **[PaSa: An LLM Agent for Comprehensive Academic Paper Search](https://md.research.elamur.ai/free/en/papers/he-2025-pasa-llm-agent-comprehensive-academic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yichen He, Guanhua Huang, Peiyuan Feng, et al.*2025 · 29 citations*
4. **[Planning with Multi-Constraints via Collaborative Language Agents](https://md.research.elamur.ai/free/en/papers/zhang-2025-planning-multi-constraints-collaborative-language/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Cong Zhang, Xin Deik Goh, Dexun Li, et al.*2025 · 10 citations*
5. [**QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model arXiv:2402.03755**Saizhuo Wang, Hang Yuan, Lionel M. Ni, et al.*2024 · 10 citations*](https://md.research.elamur.ai/free/en/papers/wang-2024-quantagent-seeking-holy-grail-trading/)
6. **[Model-Based Imaginative Planning for Embodied Agents](https://md.research.elamur.ai/free/en/papers/song-2026-model-based-imaginative-planning-embodied/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Junru Song, Hengzhe Jin, Yucong Huang, et al.*2026*

4 more papers of our library cite it; they have no page here yet.

- [← back to](https://md.research.elamur.ai/free/en/papers/liu-2023-reason-future-act-now-principled/) — Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency