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4 papers in the last four weeks, up 33% on the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
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Latest papers 26

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  1. AquaMend: Minimal Re-probing and Conditional Rollback for Latent-Belief Failures in Embodied Agents

    Sep 24, 2026Yufan Liu, Shang Luo, Yang Liu +9Embodied AgentsRollback

    University College London · Peking University · School of Electrical and Electronic Engineering, Nanyang Technological University +4

  2. SafeLoop: Risk-Aware Rollback for Vision-Language-Action Manipulation

    Sep 22, 2026Zeyu Lou, Tianran Zhang, Xinquan Yue +2Vision-Language-Action FrameworkRobotic Manipulation

    Nanjing University, Nanjing, China · The Hong Kong University of Science and Technology (Guangzhou), Guangdong, China · Beijing University of Technology, Beijing, China

  3. GraphSkillAA: Attribution-Guided Skill-Graph Updating with Targeted Validation and Rollback

    Sep 17, 2026Ziqiao Shang, Ling-Yue Ge, Lan-Zhe GuoUnsupervised Skill DiscoveryFrozen Language Model

    National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China · School of Intelligence Science and Technology, Nanjing University, Suzhou, China

  4. Rollback the World, Keep the Reflection: Rollback-Induced Reflection for Long-Horizon LLM Agents

    Sep 16, 2026Yi Yu, Liuyi Yao, Yaliang Li +2RollbackLong-Horizon Agents

    Wuhan University · Alibaba Group

  5. REVISE: Validity-Guided Recovery for Online Revisions in Agent Workflows

    Sep 1, 2026Ruoling Qi, Xuaner Wu, Penghang Liu +2RollbackAgentic Workflows

    Institute of Artificial Intelligence, China Telecom (TeleAI) · 2Shanghai Jiao Tong University

  6. EvoUndo: Recoverability-Constrained Self-Evolution for LLM Agent Harnesses

    Aug 28, 2026Tanmay Sah, Dolly Sah, Harshul Jain +1Self-EvolutionSelf-Evolving Agents

    Independent Researcher

  7. From Faulty Memories to Corrected Actions: Dependency-Guided Rollback Repair for Memory-Augmented Agents

    Aug 11, 2026Caili Yu, Yiqi Wang, Jiaqi Zhang +5RollbackStress Testing

  8. Archer: Adaptive Reuse of Cached Hidden States for Efficient Rollback in Diffusion Language Models

    Aug 8, 2026Xuning He, Zinan Sheng, Yongding Tao +4Diffusion Language ModelsDiffusion Models

    School of Computer Science, Shanghai Jiao Tong University · College of Artificial Intelligence, Nankai University · School of Computer Science, Peking University

  9. Beyond Full-Model Rollback: AuroSFT for Adapter-State Multi-Task Fine-Tuning

    Aug 5, 2026Yue Han, Ziniu LiuMulti--Task LearningModel Fine-Tuning

    College of Systems Engineering, National University of Defense Technology · College of Computer Science and Technology, National University of Defense Technology

  10. Not Every Divergence Should Be Suppressed: Counterfactual Recoverability in On-Policy Distillation

    Aug 5, 2026De Jiang, Zhengyang Zhang, Kehong Yuan +1DivergenceRollback

  11. ChronoMem: Version Control and Semantic Rollback for Large Language Model Agent Memory

    Jul 30, 2026Yongye Su, Wujiang Xu, Chaoji Zuo +1RollbackLong-Term Memory

    Purdue University · USA · Rutgers University

  12. TRW: TRACE-RealWorld---An Auditable Consistency Contract for World Models as Materialized Views

    Jul 24, 2026Edward Y. ChangWorld ModelsRollback

    Stanford University

  13. Constrained Path Reasoning: Measuring When Committed Stages Earn Their Cost

    Jul 19, 2026Honglin LiReasoning PathsConstraint Satisfaction

    ShanghaiTech University

  14. Replicating Belief, Not Bits: Epistemic State Replication for Agentic Systems

    Jul 3, 2026Jun He, Deying YuEpistemic State ReplicationRollback

  15. RES-DARE: Failure-Aware Expert Adaptation and Rollback-Safe Self-Repair for Intrusion Detection

    Jul 2, 2026Rahil Aftab, Anyash Prasad, Soumya Mazumdar +2Intrusion DetectionReal-World Cloud Fault Injection Dataset

    Engineering Science Homi Bhabha National Institute Anushaktinagar, Mumbai 400094, Maharashtra, India Computer and Informatics Group Variable Energy Cyclotron Centre 1/AF, Bidhannagar, Kolkata 700064, West Bengal, India

  16. Speculative Rollback Correction for Quality-Diverse Web Agent Imitation

    Jun 10, 2026Longkun Hao, Hongyu Lin, Hao Li +10Imitation LearningAutoregressive Rollout

    Beihang University · Institute of Software, Chinese Academy of Sciences · The Hong Kong University of Science and Technology +4

  17. LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories

    May 29, 2026Liwei Kang, Yee Whye Teh, Wee Sun LeeLLM Reasoning StrategiesLarge Reasoning Models

    National University of Singapore · University of Oxford

  18. DART: Semantic Recoverability for Structured Tool Agents

    May 22, 2026Ke Yang, Panpan Li, Zonghan Wu +3RollbackIntermediate Checkpoints

    1MOS Intelligent Connectivity Technology Co. Ltd. · 2Sichuan Vocational College of Post and Telecom · 3East China Normal University +2

  19. MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems

    May 21, 2026Qianshu Cai, Yonggang Zhang, Xianzhang Jia +5Self-Evolving AgentsSelf-Evolution

    University of Science and Technology of China · Hong Kong Generative AI Research & Development Center · The Hong Kong University of Science and Technology +1

  20. DeltaBox: Scaling Stateful AI Agents with Millisecond-Level Sandbox Checkpoint/Rollback

    May 21, 2026Yunpeng Dong, Jingkai He, Shiqi Liu +7SandboxRollback

    Institute of Parallel and Distributed Systems, Shanghai Jiao Tong University · Engineering Research Center for Domain-specific Operating Systems, Ministry of Education, China · Huawei Technologies Co., Ltd.

  21. S-Bus: Automatic Read-Set Reconstruction for Multi-Agent LLM State Coordination

    May 16, 2026Sajjad KhanRollbackMulti-Agent Large Language Model Systems

  22. Hydra: Efficient, Correct Code Generation via Checkpoint-and-Rollback Support

    May 14, 2026Alexander Du, Jianjun Ou, Danyang Zhuo +1Code GenerationCode Optimization

    Duke University Durham, NC, USA

  23. MEMOREPAIR: Barrier-First Cascade Repair in Agentic Memory

    May 8, 2026Yang Zhao, Chengxiao Dai, Mengying Kou +1Agentic MemoryNativemem

  24. Rollback-Free Stable Brick Structures Generation

    May 7, 2026Chenhui Xu, Ziyue Bai, Fuxun Yu +2RollbackOffline Reinforcement Learning

    University of Buffalo · University of Maryland, College Park · Microsoft +1

  25. Network Digital Untwinning: Towards Backward Optimization of Digital Twins

    Apr 30, 2026Zifan Zhang, Dianwei Chen, Anjun Gao +5Digital TwinsRollback

    North Carolina State University, USA · University of Maryland, USA · University of Louisville, USA +2

  26. Revisable by Design: A Theory of Streaming LLM Agent Execution

    Apr 25, 2026Zhiyuan Zhai, Ming Li, Xin WangAgent LoopRollback

    Fudan University · Guangming Lab