Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T11:52:15.163893Z
Paper Citation Record · LEDGER
As of 23 July 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2605.24828.
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 2026-06-30T11:52:15.163893Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-22T06:31:00.163083+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4ed89418-de46-464c-9ad1-0237aa8df8ae · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 87fd8886-651e-4c1b-9b21-1a64611edfbf · outbound
Test-Time Deep Thinking to Explore Implicit Rules FireAct: Toward Language Agent Fine-tuning
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 79d0f974-0347-456e-b099-73b1ddce1e57 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 792c77f3-9a32-4438-b1c8-6edd1876ae27 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 4725f3e5-7403-40da-ab28-ac7b43d1d98c · outbound
Test-Time Deep Thinking to Explore Implicit Rules BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation c69d0208-45c1-41cb-9cc9-aea0d3722215 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 1d48e503-bd6f-4085-8a22-4f763f2c90f6 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 072174d9-9e44-4abc-9638-4ea9a8a01b69 · outbound
Test-Time Deep Thinking to Explore Implicit Rules AgentRefine: Enhancing Agent Generalization through Refinement Tuning
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 2b2a2d24-cde5-436e-adab-992002303be8 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 4f0c6c5d-74b6-47d0-b642-a1b6da5dc164 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation fb9f4d8e-faca-471c-a894-93a2b7414828 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation b302865b-8999-4a2c-825f-673e447a6c33 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Qwen2.5-Coder Technical Report
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 24ed9afb-61ad-45e7-882d-69021c1257d3 · outbound
Test-Time Deep Thinking to Explore Implicit Rules GPT-4o System Card
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation beff62aa-d52d-41d6-8c63-dfe392ef618a · outbound
Test-Time Deep Thinking to Explore Implicit Rules Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 40b15aa0-2533-4d1e-b9db-ba3409eb20d8 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 396c3eef-7a1b-4004-8d51-f4861228ae6f · outbound
Test-Time Deep Thinking to Explore Implicit Rules Gonzalez, Hao Zhang, and Ion Stoica
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation cd6c5f74-6829-48a4-ab70-06bbf164d833 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 7f32f2ee-433a-4cd9-8846-c0e26013d1bb · outbound
Test-Time Deep Thinking to Explore Implicit Rules Structured Agent Distillation for Large Language Model
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 4d3292b0-95d1-4b15-a8b0-09ac6c0ddcc8 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 8cc7ecff-c502-4172-871a-d6676589f4e5 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 177c3f3e-8fa5-41d1-97ac-aee5b5379efd · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 00e5197d-3c72-4001-a39c-64829a905f4c · outbound
Test-Time Deep Thinking to Explore Implicit Rules UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 7b842646-cf4b-441d-808c-92f5f855ad70 · outbound
Test-Time Deep Thinking to Explore Implicit Rules DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation e3747f9f-499d-4efe-8316-afcbb77ec24e · outbound
Test-Time Deep Thinking to Explore Implicit Rules HybridFlow: A Flexible and Efficient RLHF Framework
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation a7bffeee-4874-4500-b8cc-095f280c6c1e · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 5e2a5a8c-777b-48c6-bc7c-6f53d1485f31 · outbound
Test-Time Deep Thinking to Explore Implicit Rules ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 63cd7efd-556e-43b0-adac-3656de6cb141 · outbound
Test-Time Deep Thinking to Explore Implicit Rules R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 0f9e2d75-b0e2-406d-85b2-8c21d4e8766a · outbound
Test-Time Deep Thinking to Explore Implicit Rules R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation d096bda9-714e-4a39-82cc-95a040e5e2f9 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation d1c0b134-c71e-4b73-90ff-762b459da0c9 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 91267d2b-0a7d-41ef-b0f7-f8e7b84782e8 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 47eafe89-ffc7-457d-95cc-62f789afbc09 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation cacdf9de-8392-4031-b4ae-f7641b287547 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 6b0ca690-958a-454a-9268-edc83781836b · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 3b40b939-7bbe-4ec7-b924-ae2b29d3c4df · outbound
Test-Time Deep Thinking to Explore Implicit Rules RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 89fb29c7-c031-4f05-94b8-347baffad296 · outbound
Test-Time Deep Thinking to Explore Implicit Rules OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 503b0cf1-cd55-4649-ba5a-033f3ca27251 · outbound
Test-Time Deep Thinking to Explore Implicit Rules AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 5282e710-f258-4675-87ba-a4f8227eb844 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation f62baba9-816b-40f1-a3bd-a48113e8dd31 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 0e648437-124a-415d-84cf-a2365f4e8cc6 · outbound
Test-Time Deep Thinking to Explore Implicit Rules O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation ebad123c-c59e-4a57-8ed1-a571546b8824 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation ce02cf21-5129-4853-ac7b-4e4b84e946f0 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation c672b4bb-fa5c-42c7-b528-101f71b3fba8 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation c9c184ab-7736-4010-a7ac-3de36ff44802 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 6796ff2a-81f0-468e-88b3-6ba620f12ff3 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation e74c3478-de75-4ebe-a906-a2a97663a43d · outbound
Test-Time Deep Thinking to Explore Implicit Rules AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation d848802e-6cc2-4d5f-9f66-8f1aaf2a402c · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation b64e732b-2582-44d9-92e0-76caf3896070 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 9266e934-f38e-44f0-ae4c-e789888069dc · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation a78fad10-1903-46cb-89d2-97b1b8182ef1 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Use the following format: <think> put your thought here </think> <answer> put your action here </answer> Please provide your response to the task following the format strictly
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation df571c6a-a5f6-431c-be96-13152f93d085 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 7a3597ba-ad28-41c1-b8b8-a01a55d94e82 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Do not assume the environment is erroneous; instead, consider what hidden rules could explain the observations
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 4ca3d045-1daa-443b-8d4f-67880d4a04c9 · outbound
Test-Time Deep Thinking to Explore Implicit Rules go to outside
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 3a3d034e-7fab-43ae-a68d-d2b39429c2ae · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation beeb0f16-d00f-4c24-85b5-2ba86ce8dbac · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 01c1cfa5-5d7c-49c4-ad50-e9216082addf · outbound
Test-Time Deep Thinking to Explore Implicit Rules Given the initial observation, the only door men- tioned is to the hallway, which is open
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 2f6d3808-9d9b-4fe5-84a2-1c82caf4d7d9 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation e648bb72-6edc-401f-bf77-c2d4d5fdb74d · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation 6c59eed7-ba7b-406f-a4c2-7b6307a48361 · outbound
Test-Time Deep Thinking to Explore Implicit Rules KDD 2026, August 9–13, 2026, Jeju Island, Republic of Korea
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation b4b3daac-e2fe-4def-b404-f1d34e5491d4 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation b6e7d7b3-0272-4b95-9cc8-578fa6dd40db · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation a708e102-997b-44f7-8143-0f838ccba9cd · outbound
Test-Time Deep Thinking to Explore Implicit Rules Next plan:
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation ac258e75-bb32-40a3-977c-e0f4a9b531ae · outbound
Test-Time Deep Thinking to Explore Implicit Rules Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation ab6bd14b-7265-45fb-a9de-792a24a5fb27 · outbound
Test-Time Deep Thinking to Explore Implicit Rules The feedback in the history trajectory is reason- able
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
Observation ef064e2f-e21d-448b-93c7-c29d7c8c1c67 · outbound
Test-Time Deep Thinking to Explore Implicit Rules Cabinet 3 has a cloth 2
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.
No inbound Pith citation observations are available.