Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:55:03.559222Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 8 inbound Pith citation observations for arXiv:2507.04370.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:55:03.559222Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:13:56.263410Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9aca001a-5503-4606-8616-2d6c3a5284a7 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Survey on large language model-enhanced reinforcement learning: Concept, taxonomy, and methods
Reference 1
Source-reported events for the cited work
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Observation 7f371642-8c03-470d-9250-b7bb999a687d · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
Reference 2
Source-reported events for the cited work
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Observation ca16089e-bd84-4860-b6a5-0cd9810bc860 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Understanding world or predicting future? a comprehensive survey of world models, 2024
Reference 3
Source-reported events for the cited work
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Observation 97dbaeae-d4ea-4daf-85d8-17c90b4bed83 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46fc1948-b7f4-43c8-b009-b326f7d999e7 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21bd1791-907a-4b1a-bd25-e75c7ac7c3b7 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review
Reference 6
Source-reported events for the cited work
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Observation b4058681-6375-49c3-b8fb-3c25bc3bc84f · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents
Reference 7
Source-reported events for the cited work
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Observation 663c825a-4fc5-43f7-981b-4549958f6fb5 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Simulate before act: Model-based planning for web agents
Reference 8
Source-reported events for the cited work
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Observation 02585570-82e4-4e9f-b63c-d4a1472e88e9 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Webcot: Enhancing web agent reasoning by reconstructing chain-of-thought in reflection, branching, and rollback, 2025
Reference 9
Source-reported events for the cited work
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Observation f47d08aa-4f16-466c-b995-e6d4fce270e2 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Al Sallab, Senthil Yogamani, and Patrick Pérez
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1945394a-1f72-4a18-9566-7b6de135bbad · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a41b1c0-65c8-4cd8-8711-f2e3e5f2edd3 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Tree search for language model agents, 2024
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 929ca6d6-7261-4e54-9464-0624c5bf0bc7 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Autowebglm: A large language model- based web navigating agent
Reference 13
Source-reported events for the cited work
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Observation dac88f11-b3e7-4fc2-bc9c-3f0c2696c00a · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Visualagentbench: Towards large multimodal models as visual foundation agents, 2024
Reference 14
Source-reported events for the cited work
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Observation 0861134d-6f53-42a9-9722-54a617d6604f · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Infiguiagent: A multimodal generalist gui agent with native reasoning and reflection, 2025
Reference 15
Source-reported events for the cited work
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Observation 9be92d33-60af-49a9-8509-1936547dd996 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Moerland, Joost Broekens, Aske Plaat, and Catholijn M
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 82935d07-bc51-44aa-bd11-8c5aa093a0ab · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a1f1581-f669-4224-9f39-26e04b903bbc · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 18
Source-reported events for the cited work
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Observation d33c6bdd-78d7-4f50-b9d3-bcbec215cd58 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e6fb187-708e-4c39-abad-7ec1fb8aec8a · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Mastering atari, go, chess and shogi by planning with a learned model
Reference 20
Source-reported events for the cited work
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Observation b1c9a1b6-4102-4960-94db-c50a692f57ed · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Zerosearch: Incentivize the search capability of llms without searching, 2025
Reference 21
Source-reported events for the cited work
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Observation 5d12e858-cfa9-441d-bcc7-915a1571d379 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
Reference 22
Source-reported events for the cited work
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Observation f8c2259c-1d7e-4dd8-b33d-687d15307901 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Webagent-r1: Training web agents via end-to-end multi-turn reinforcement learning
Reference 23
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Observation 2be80a93-ceb6-47a4-9b26-e1de8f41f708 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials
Reference 24
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Observation b43d00a9-30c9-41d3-a2dd-58e7608a10d2 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Set-of-mark prompting unleashes extraordinary visual grounding in gpt-4v, 2023
Reference 25
Source-reported events for the cited work
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Observation 804ee8f5-3cb5-47e3-9e94-bafc92746182 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
Reference 26
Source-reported events for the cited work
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Observation d5195edc-c2d0-4e06-a146-9d65226c2e49 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Mulberry: Empowering mllm with o1-like reasoning and reflection via collective monte carlo tree search, 2024
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a9865d88-3a87-40b7-9a6a-03171fffe3ca · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Large Language Model-Brained GUI Agents: A Survey
Reference 28
Source-reported events for the cited work
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Observation 44cb121f-23ed-452f-95f1-40adbaf1ca8f · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Rest-mcts*: Llm self-training via process reward guided tree search, 2024
Reference 29
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Observation d051969f-ac56-4318-ae39-ee2004ed4e1b · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Webpilot: A versatile and autonomous multi-agent system for web task execution with strategic exploration
Reference 30
Source-reported events for the cited work
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Observation 99522287-5abf-4d40-9eba-d056329e06b8 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement Learning
Reference 31
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Unavailable: canonical work link unavailable.
Observation ff4aac13-9f21-44a9-9683-17055e917424 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Synapse: Trajectory-as-exemplar prompting with memory for computer control, 2024
Reference 32
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Observation 848738be-f671-4c05-8976-477b72ae6886 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis WebArena: A Realistic Web Environment for Building Autonomous Agents
Reference 33
Source-reported events for the cited work
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Observation c2b82cd0-0063-4245-937e-8e75ac34d59c · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agents
Reference 34
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Observation 95d2938e-536c-4f43-9c65-7766d5b9f2d4 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Postmill,
Reference 35
Source-reported events for the cited work
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Observation 9e222ad7-51c0-4654-bcef-e7af89ab0d85 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Let’s think step-by-step
Reference 36
Source-reported events for the cited work
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Observation dde11e5f-7a2a-46cf-a327-f477a1bd24cc · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Unresolved cited work
Reference 37
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Observation eaaa9fda-3767-49d6-94b5-f12a638ebe07 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7478216f-0010-4802-a516-dc68d49f64a3 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis In summary, the next action I will perform is
Reference 39
Source-reported events for the cited work
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Observation 501a6148-ef2a-46d6-b11f-ae268fccec50 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Don’t generate anything after stop
Reference 40
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Observation aad900f0-c223-4f86-a22b-a03fe5ff0c8b · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Unresolved cited work
Reference 41
Source-reported events for the cited work
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Observation d1cb4d8b-2feb-41ba-be6c-9330ece4aa8b · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Unresolved cited work
Reference 42
Source-reported events for the cited work
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Observation ef3ddee9-c3e5-49d6-b75a-94d61cbe583c · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis In summary, the next web page observation is
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c53cc956-1ddf-4bcb-81d1-2bfa60ee4555 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Do not generate any content after stopping.""", Table 9: World Model Prompt Template
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0ea43d8a-8d10-4c1a-b682-546655d6ea32 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Unresolved cited work
Reference 45
Source-reported events for the cited work
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Observation 14501a30-d7bc-47a9-9ce5-9465ee3f208a · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis - The accessibility tree of the current web page: This is a simplified representation of the webpage, providing key information
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e5dff338-5171-4eb8-930d-30351e794e42 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis Unresolved cited work
Reference 47
Source-reported events for the cited work
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Observation fb0e4194-3f89-407f-81ad-cfd7a19d54e9 · outbound
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis The sequence is logically clear with no noticeable redundancies
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d6961a61-2e24-483c-a66e-802cc6312b92 · inbound
SynthAgent: Adapting Web Agents with Synthetic Supervision WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ed8f6e01-ebea-4811-9a74-18f9119e628e · inbound
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis
Reference 103
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8ed838b0-a513-4978-897c-bba37ca78eed · inbound
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis
Reference 103
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 418c5b4c-5479-47c2-b3ee-3eefd7726f82 · inbound
GUI Agents with Reinforcement Learning: Toward Digital Inhabitants WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b4d90c5a-3d5f-4fba-bb77-43aad38fbed8 · inbound
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis
Reference 280
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7409f2cd-c77c-46ff-856a-4ea35d9373f6 · inbound
Qwen-AgentWorld: Language World Models for General Agents WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 67248491-5ab0-4231-b524-d8dff4a91006 · inbound
SEE: Structure-aware Exploring \& Exploiting for Long-horizon GUI Agent Trajectory Synthesis WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ecb62e6-1028-412d-929f-8f84362d3192 · inbound
Quo Vadis, World Modeling? WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.