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LIVE · 2026-09-04 05:40 UTC

long-horizon agent 5 papers this week · -25% WoW

papers mentioning "long-horizon agent" in title/abstract · 30d window

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Latest Papers

#TitleAuthorsCatDate
1DRACO: Fine-Grained Credit Assignment with Dynamic Rubrics for Long-Horizon Agent TrainingShubham Gandhi, Saurabh Goyal, Kiran Kate +1cs.AI2026-09-03
2CHIME: Credit-Aware Hierarchical Memory Evolution for Long-Horizon Agentic PlanningYongshi Ye, Tian Lan, Feihu Jiang +7cs.AI2026-09-02
3Parsing the Stream: A Live Trace Model for Long-Horizon Agents and Their ObserversEgor Pakhomov, Erik Nijkampcs.AI2026-09-01
#4ContextPipe: Database-Inspired Context Assembly for Long-Horizon AgentsPeng Xu, Zuyu Zhang, Yuze Sun +3cs.AI2026-09-01
#5E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business OperationWei Fan, Xinjie Shen, Xudong Guo +8cs.LG2026-08-31
#6When History Is Multimodal: Rethinking Context Management for Long-Horizon AgentsJiaqi Su, Cong Pang, Jiawei Hong +4cs.CL2026-08-30
#7Last Step Matters: Early Uncertainty Cannot Predict Failure in Long-Horizon AgentsZongyue Li, Chengyue Yu, Lei Zang +3cs.LG2026-08-30
#8ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RLZhuoshi Pan, Qizhi Pei, Junru Lu +4cs.CL2026-08-28
#9PILOT in the Loop: Live Self-Improvement for Long-Horizon AgentsYang Xiao, Yusong Sun, Haoyi Wu +7cs.AI2026-08-27
#10SKILL.state: Scalable Long-Horizon Agent SkillsSanket Badhe, Priyanka Tiwari, Jonghyun Chungcs.AI2026-08-26
#11Recursive Experiential-Working Memory Evolution for Long-Horizon Agent HarnessesZhaochen Yu, Yingcheng Wu, Zhenfei Yin +5cs.AI2026-08-25
#12SRPO: Self-Reflective Policy Optimization for Long-Horizon ReasoningJialong Liu, Yuling Shi, Ning Yang +2cs.AI2026-08-24
#13Agent-G$^2$: Gaussian Guidance for Agentic Reinforcement LearningZixuan Wang, Yanrui Miao, Zhengxi Lu +6cs.AI2026-08-24
#14HERO: Human-profile Enhanced Retrieval Optimization Framework for Long-term Agent MemoryYuanhua Lin, Yile Li, Zhiyuan Zhao +2cs.AI2026-08-23
#15Read Less, Solve More: Token-Efficient Sparse Reading for AI AgentsZedong Liu, Jiaan Wu, Xinyang Ma +5cs.AI2026-08-23
#16ECHO: A Cognitively Inspired, Auditable Memory Plane for Long-Horizon AgentsYu Qian, Hong Miao, Boyang Guo +5cs.AI2026-08-22
#17Context as an Environment: Programmatic Context Management for Long-Horizon AgentsYin Lin, Elaine Ang, Erkang Zhu +2cs.AI2026-08-21
#18AsmEvo: Agentic Assembly-Level Optimization of AMD GPU Kernels with Functional Equivalence VerificationJi Liu, Puyuan Yang, Rongzhang Zheng +18cs.CL2026-08-21
#19Weighted Memory Tree: Remembering What Matters for Long-Horizon LLM AgentsQuang Dao, Purvi Kathalkar, Kenneth Eatoncs.AI2026-08-21
#20MileGPO: Milestone Inference with Local Evidence for Graph-Based Policy Optimization of Long-Horizon LLM AgentsBo Qian, Yuting Wu, Shuang Zeng +3cs.LG2026-08-20
#21SkillGate: Training In-Policy Skill Selection in Long-Horizon AgentsQingyao Li, Wenxiang Jiao, Shuai Shao +6cs.AI2026-08-19
#22Beyond Suspicious Steps: Ontological Trust in Long-Horizon AgentsAn He, Yao Wang, Haibin Zhangcs.AI2026-08-18
#23Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU RequirementsZhi Zheng, Rongsheng Chen, Yunpeng Ba +3cs.LG2026-08-18
#24ClawGym II: Exploring Black-Box RL on Agent HarnessHuatong Song, Fei Bai, Ming Yang +17cs.CL2026-08-17
#25Ventor-QTest: Threat-Model-Driven Verification of Vendor-Hosted LLM APIsXiangfan Wu, Zonghao Ying, Huiyu Wu +4cs.CR2026-08-17
#26Mint-Agent: Introducing Finance-Native Agentic Foundation ModelsMint-Agent Team, Kun Wang, Gavin Zhang +7cs.CL2026-08-17
#27AstronOS: A Unified Execution Model and Runtime for Long-Horizon Agentic SystemsZhenhang Nie, Gui Zheng, Xudong Sun +2cs.AI2026-08-17
#28BaT: Towards Self-Evolving Medical Research Agent with Stage RubricsJunqi Liu, Yufan He, Yexiao He +9cs.AI2026-08-17
#29HyMem: Hierarchical Context Management for Long-Horizon Agents via Information IsolationXinQi Wang, Jinwei Xiao, Sijia Cui +4cs.AI2026-08-16
#30LongRCA Bench: Diagnosing Responsible Roles and Root Causes in Long-Horizon Agent FailuresYunfei Zhang, Boyu Feng, Changhua Pei +14cs.AI2026-08-15
#31StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness ScalingZiheng Qin, Yaxin Lu, Zhangyang Atlas Wang +1cs.AI2026-08-15
#32JarvisBench: Always-on Intelligence Between Humans and AgentsChen Chen, Zhehuai Chencs.AI2026-08-14
#33ScienceFlow: A long-horizon agent for ML research, scientific discovery and beyondMingming Zhao, Jiqian Dong, Kangping Xu +16cs.AI2026-08-14
#34AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic DesignYaxin Luo, Haobin Jiang, Jialv Zou +11cs.CV2026-08-13
#35Beyond Retrieval: Query-Conditioned Reuse of Long-Horizon Agent TrajectoriesYifei Li, Heng Wang, Lingling Zhang +5cs.AI2026-08-13
#36EgoCITE: Context-Augmented Indexing and Time-Aware Retrieval for Long-Horizon Egocentric MemoryLe Zhang, Hao Chen, Vlad Roznyatovskiy +2cs.CV2026-08-12
#37Governed Persistent Memory: Source-Bound State Semantics and Fail-Closed Release for Long-Horizon AgentsGuodong Xucs.AI2026-08-12
#38Deployment Decision Reliability: A Generalizability-Theory Framework for Sizing Long-Horizon Agent EvaluationsVasundra Srinivasancs.AI2026-08-11
#39Efficient Reinforcement Learning for Long-Horizon Tool-Use Agentic TasksZelei Cheng, Amritansh Mishra, Sambit Sahu +1cs.LG2026-08-11
#40MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent MemoryBeidi Zhao, Yaoqi Chen, Yuru Feng +10cs.AI2026-08-10
#41Motif 3: Technical ReportJunghwan Lim, Joon Son Chung, Sungmin Lee +24cs.AI2026-08-10
#42Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research AgentsHarshitha Kolukuluru, Reshma Ashok, Kirat Arora +7cs.AI2026-08-09
#43Learning from Environmental Feedback: Credit Assignment across Multiple Timescales for Agentic Reinforcement LearningYifu Huo, Shunjie Xing, Chenglong Wang +8cs.LG2026-08-08

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