Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 66 inbound Pith citation observations for arXiv:2411.02337.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:30:16.492871Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T17:20:00.041093Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation e3daaa13-a142-4469-86bb-cb0838180c28 · inbound
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection cites this paper.
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:33:21.204452Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d05642c-2028-4729-99d8-165576046229 · inbound
Advancing Autonomous VLM Agents via Variational Subgoal-Conditioned Reinforcement Learning cites this paper.
Advancing Autonomous VLM Agents via Variational Subgoal-Conditioned Reinforcement Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:25:49.165415Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a439e27-a856-4426-b5ad-49f735016f73 · inbound
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks cites this paper.
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 35
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-17T21:32:18.628495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8a08d509-760c-4940-bbdb-8350116a3a5f · inbound
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems cites this paper.
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 143
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T21:42:10.751909Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 32a45fee-21df-4e70-b4a3-62c063e1f489 · inbound
WebLists: Extracting Structured Information From Complex Interactive Websites Using Executable LLM Agents cites this paper.
WebLists: Extracting Structured Information From Complex Interactive Websites Using Executable LLM Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:30:16.492871Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2db07ca-f27c-4984-b4d1-274e67a6632d · inbound
AI Awareness cites this paper.
AI Awareness WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 127
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:19:50.644595Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5207287a-f3da-46da-ad79-2096f4a1d921 · inbound
Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning cites this paper.
Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:04:20.014449Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4efd62e6-4159-4d0d-b049-b694982913da · inbound
ProgRM: Build Better GUI Agents with Progress Rewards cites this paper.
ProgRM: Build Better GUI Agents with Progress Rewards WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:37:46.329762Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c754b48f-8e54-47d5-923c-ac41bbb93d9f · inbound
Large Language Models for Planning: A Comprehensive and Systematic Survey cites this paper.
Large Language Models for Planning: A Comprehensive and Systematic Survey WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 195
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:12:02.794899Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84a7a678-435d-4764-9a4c-23ce173b09bc · inbound
Agent-Environment Alignment via Automated Interface Generation cites this paper.
Agent-Environment Alignment via Automated Interface Generation WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:45:32.880275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f94e7756-8544-49e9-941d-b4d6cd891db6 · inbound
AgentDNS: A Root Domain Naming System for LLM Agents cites this paper.
AgentDNS: A Root Domain Naming System for LLM Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:11:08.422497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 767db96d-c03f-4295-8692-071b489e8168 · inbound
ZeroGUI: Automating Online GUI Learning at Zero Human Cost cites this paper.
ZeroGUI: Automating Online GUI Learning at Zero Human Cost WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:41:24.310946Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14a271ba-3cbd-410d-abf3-89156620648a · inbound
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation cites this paper.
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:42:33.721752Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcba1132-d734-494e-be0a-fc5a787f1ed5 · inbound
Self-Challenging Language Model Agents cites this paper.
Self-Challenging Language Model Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:40:36.060344Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59ccd5d8-9b02-48c3-8bd2-ba65dad8f4ba · inbound
Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games cites this paper.
Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T12:02:16.716794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7498d1e4-28c7-4c4e-bd30-e41f5108b9a1 · inbound
Truly Self-Improving Agents Require Intrinsic Metacognitive Learning cites this paper.
Truly Self-Improving Agents Require Intrinsic Metacognitive Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:28:21.810260Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e782046-7782-462f-9b1e-06e866525791 · inbound
Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction cites this paper.
Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:27:49.978039Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23b686ae-f595-477c-a155-9ea064784556 · inbound
Atomic-to-Compositional Generalization for Mobile Agents with A New Benchmark and Scheduling System cites this paper.
Atomic-to-Compositional Generalization for Mobile Agents with A New Benchmark and Scheduling System WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:04:04.613379Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 584b1166-6f2e-4fa4-b163-63d343223acf · inbound
Build the web for agents, not agents for the web cites this paper.
Build the web for agents, not agents for the web WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:17:00.763378Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6aefe98-2f29-4ad0-b8e9-c6a42f5efe51 · inbound
Agent-RLVR: Training Software Engineering Agents via Guidance and Environment Rewards cites this paper.
Agent-RLVR: Training Software Engineering Agents via Guidance and Environment Rewards WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:16:08.504844Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eea4fae6-f494-4e05-9c8d-05c761871989 · inbound
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents cites this paper.
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T00:27:37.434374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 17d20baa-90fd-4c05-a94d-e0f51339143c · inbound
ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning cites this paper.
ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:28:27.562193Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a1f1581-f669-4224-9f39-26e04b903bbc · inbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis cites this paper.
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:55:01.164687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa0dba40-ecf1-46e5-9f05-f8ccb1263036 · inbound
MindFlow+: A Self-Evolving Agent for E-Commerce Customer Service cites this paper.
MindFlow+: A Self-Evolving Agent for E-Commerce Customer Service WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:13:26.792085Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25925f65-3209-4701-9598-15f976fa1c29 · inbound
OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth? cites this paper.
OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth? WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:05:09.345860Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5f4170c-1008-4f8d-881f-50d4d395223b · inbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 15
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-14T22:23:15.489007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 56fc05ce-ba75-47ee-88b3-2906e94b33b0 · inbound
SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience cites this paper.
SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:55:50.893647Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3420f575-8354-49a0-a0ac-002bd0281248 · inbound
Cognitive Duality for Adaptive Web Agents cites this paper.
Cognitive Duality for Adaptive Web Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:36:21.986350Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ebe02db-d3f0-423e-8c0f-2cf95809e21e · inbound
EvoCurr: Self-evolving Curriculum with Behavior Code Generation for Complex Decision-making cites this paper.
EvoCurr: Self-evolving Curriculum with Behavior Code Generation for Complex Decision-making WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:01:24.747926Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a32608b8-1845-430f-b8b0-6d33fa8819dd · inbound
Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward cites this paper.
Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:21:50.831536Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ceb3ec28-6bb5-463b-97f4-03a7fcc6ba6e · inbound
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning cites this paper.
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:19:50.759166Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6841f209-0436-4463-aefc-e54ffc9774f9 · inbound
Symbolic Graphics Programming with Large Language Models cites this paper.
Symbolic Graphics Programming with Large Language Models WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T05:34:10.896680Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 404606f8-a388-4e91-bd77-0ac751fe4792 · inbound
A global log for medical AI cites this paper.
A global log for medical AI WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 123
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T11:34:15.570579Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 456f2f7e-ae95-44e5-9e90-486f0853b895 · inbound
Agent Learning via Early Experience cites this paper.
Agent Learning via Early Experience WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T10:48:01.456515Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3dd41f15-24e5-4f99-a39f-ff294db464cd · inbound
From Refusal to Recovery: A Control-Theoretic Approach to Generative AI Guardrails cites this paper.
From Refusal to Recovery: A Control-Theoretic Approach to Generative AI Guardrails WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T20:44:22.018864Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d6916505-eaec-47c5-8552-e8d1b831704b · inbound
IPR-1: Interactive Physical Reasoner cites this paper.
IPR-1: Interactive Physical Reasoner WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:55:15.011939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 52a3c39b-62df-47b7-9026-a1735bc6fb0e · inbound
IPR-1: Interactive Physical Reasoner cites this paper.
IPR-1: Interactive Physical Reasoner WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T21:29:34.747408Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59479678-5c43-4a1e-b726-d3dfcd61f296 · inbound
DynaWeb: Model-Based Reinforcement Learning of Web Agents cites this paper.
DynaWeb: Model-Based Reinforcement Learning of Web Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T09:37:41.942922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 577a560a-e36c-4b7c-91b0-9fe6805dd2df · inbound
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL cites this paper.
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:51:43.534953Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b693a41-6a3b-4de6-9082-f74d0f1123f6 · inbound
From Pixels to Digital Agents: An Empirical Study on the Taxonomy and Technological Trends of Reinforcement Learning Environments cites this paper.
From Pixels to Digital Agents: An Empirical Study on the Taxonomy and Technological Trends of Reinforcement Learning Environments WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 208
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T01:23:27.237069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1b0603ab-9dfe-4f64-bc5d-bb4f5a41243e · inbound
What's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI Reasoning cites this paper.
What's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI Reasoning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:15:56.367208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 79d01310-4cf2-4dc6-a202-fc8fec2f88f1 · inbound
AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum cites this paper.
AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T09:43:49.877886Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 666a29e3-17d5-4c68-ad9e-ed837f4bdb64 · inbound
Improving LLM Code Generation via Requirement-Aware Curriculum Reinforcement Learning cites this paper.
Improving LLM Code Generation via Requirement-Aware Curriculum Reinforcement Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T15:46:24.706366Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f2208569-4677-4a3c-bb48-212c0babdade · inbound
Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning cites this paper.
Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 92
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T23:15:49.349693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e0674fe6-1e47-49fd-85ed-65a97b37eda1 · inbound
Milestone-Guided Policy Learning for Long-Horizon Language Agents cites this paper.
Milestone-Guided Policy Learning for Long-Horizon Language Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 26
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T19:51:11.409606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 058e9db2-225c-470b-902c-fa57a3760c99 · inbound
Weblica: Scalable and Reproducible Training Environments for Visual Web Agents cites this paper.
Weblica: Scalable and Reproducible Training Environments for Visual Web Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T04:25:56.888142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 11ce60e9-4099-45ee-8ddb-43cd23bb6da5 · inbound
SOD: Step-wise On-policy Distillation for Small Language Model Agents cites this paper.
SOD: Step-wise On-policy Distillation for Small Language Model Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T03:40:54.542352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 61a65632-bb1d-4a68-a58d-f995578abf69 · inbound
SOD: Step-wise On-policy Distillation for Small Language Model Agents cites this paper.
SOD: Step-wise On-policy Distillation for Small Language Model Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T05:20:45.149642Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ed81619-69fc-4fd7-9a72-49183809b3a4 · inbound
SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning cites this paper.
SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:21:26.500402Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bd028f99-e4e3-48ac-b386-d6b57c581225 · inbound
SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning cites this paper.
SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T21:32:59.620192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b069b3c8-cb86-418f-94b9-e3117a4981e0 · inbound
Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents cites this paper.
Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T05:38:05.549697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ed399df6-0832-4121-919d-a59193c3a5bc · inbound
Weasel: Out-of-Domain Generalization for Web Agents via Importance-Diversity Data Selection cites this paper.
Weasel: Out-of-Domain Generalization for Web Agents via Importance-Diversity Data Selection WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 48
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T08:09:51.308730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c62bc5f8-cedb-4ae3-a1b4-4bcd212971a4 · inbound
Weasel: Out-of-Domain Generalization for Web Agents via Importance-Diversity Data Selection cites this paper.
Weasel: Out-of-Domain Generalization for Web Agents via Importance-Diversity Data Selection WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T19:15:01.478092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6e5bcc9a-5671-4435-ad9f-e72c017169f0 · inbound
Mem-$\pi$: Adaptive Memory through Learning When and What to Generate cites this paper.
Mem-$\pi$: Adaptive Memory through Learning When and What to Generate WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T04:29:34.490134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6557edbf-7468-470d-a8f4-45441a6db87a · inbound
DRIVE: Modeling Skills at the Reasoning and Interaction Levels for Web Agents under Continual Learning cites this paper.
DRIVE: Modeling Skills at the Reasoning and Interaction Levels for Web Agents under Continual Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T09:05:36.639556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3d93c6be-e952-4002-9d0c-81f60346f689 · inbound
Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments cites this paper.
Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T16:53:40.605741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9821d9a6-fad3-4048-a98a-743e8d7f257d · inbound
Deep Research as Rubric for Reinforcement Learning cites this paper.
Deep Research as Rubric for Reinforcement Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T17:22:25.262998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation abd50648-c9f2-4285-9a0d-9ff79f69f7f6 · inbound
AliyunConsoleAgent: Training Web Agents in Real-World Cloud Environments via Distillation and Reinforcement Learning cites this paper.
AliyunConsoleAgent: Training Web Agents in Real-World Cloud Environments via Distillation and Reinforcement Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T01:47:31.170792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9bcde929-0217-494a-ba96-38d72605a508 · inbound
Speculative Rollback Correction for Quality-Diverse Web Agent Imitation cites this paper.
Speculative Rollback Correction for Quality-Diverse Web Agent Imitation WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T08:17:45.241228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0ce9644d-fea6-4905-a03a-468dc6aaa1ec · inbound
Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents cites this paper.
Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 19
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T06:59:38.183304Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8abca0e9-e8ab-472b-b5fc-d427f2488334 · inbound
Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning cites this paper.
Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 35
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T17:20:00.042865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 18440b04-b9a5-4dea-b32d-f6f4e07bcc55 · inbound
Agentic-DPO: From Imitation to Agentic Policy Optimization on Expert Trajectories cites this paper.
Agentic-DPO: From Imitation to Agentic Policy Optimization on Expert Trajectories WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T10:33:54.851493Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ea66aef-dc4e-4898-8121-a7bf36a89eb6 · inbound
SCALECUA: Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL cites this paper.
SCALECUA: Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T06:25:23.264527Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 258eb65e-660f-489a-ac9d-68331475c65b · inbound
OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models cites this paper.
OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T02:18:01.764481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ea62fda-50e5-4f86-b47c-1711cdedaf18 · inbound
Progressive Agent Skill Generation via Reinforcement Learning cites this paper.
Progressive Agent Skill Generation via Reinforcement Learning WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T23:05:27.962904Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 919ded30-bacf-49f0-9ce3-940a28ee6b4a · inbound
Software Engineering for and with GUI Agent cites this paper.
Software Engineering for and with GUI Agent WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 169
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T20:19:15.589837Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.