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Yikun Fu

RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents
2026 · Bai, Shuai, Deng, Jiayong, et al. · arXiv (Cornell University)
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MARS$^2$: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
2026 · Li, Pengfei, Wang, Shijie, et al. · arXiv (Cornell University)
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MARTI-MARS$^2$: Scaling Multi-Agent Self-Search via Reinforcement Learning for Code Generation
2026 · Wang, Shijie, Li, Pengfei, et al. · arXiv (Cornell University)
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MARS2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
2026 · Pengfei Li, Shijie Wang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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One Policy, Any Budget: Internalizing Budget-Aware Search via Reinforcement Learning
2026 · Xiaowei Sun, Jin Li, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Works count: 5
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