Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 49 inbound Pith citation observations for arXiv:2310.12823.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T14:24:50.463527Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T19:40:06.881010Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation a6e4749b-cae5-44cf-aaf4-be3eeefea791 · inbound
Understanding the planning of LLM agents: A survey AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 90aa7c85-bff4-4804-905c-d901f6cea387 · inbound
WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks? AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8295c25d-dbbb-419b-9419-4ae2ae3af6bb · inbound
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 127
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 97aee2eb-ff82-439a-8d43-3c209c1b7716 · inbound
InSTA: Towards Internet-Scale Training For Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4981e9e1-0e35-4790-817d-1e1059a38d25 · inbound
Process Reward Models for LLM Agents: Practical Framework and Directions AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57141278-17dd-4659-83d0-06b79b4d88e8 · inbound
Digi-Q: Learning Q-Value Functions for Training Device-Control Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecff61d7-1d9e-412a-9690-b05e78504694 · inbound
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2bd62241-2885-47d5-8748-6821b11acc2c · inbound
The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 97
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4eca98ce-8d50-4895-9a5f-eb59a07aa06b · inbound
Effective Reinforcement Learning for Reasoning in Language Models AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3a05314-e66e-49aa-a2ab-2a28e89ac2ae · inbound
USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48c2b5e5-ade5-4ae1-8b20-498d33b23bb1 · inbound
Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67a2f167-7450-4a5a-939f-e8152a9ae841 · inbound
Training LLM-Based Agents with Synthetic Self-Reflected Trajectories and Partial Masking AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3f27528-3245-4652-bff7-d2160513b6c1 · inbound
ManiTaskGen: A Comprehensive Task Generator for Benchmarking and Improving Vision-Language Agents on Embodied Decision-Making AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b330dd9-bde5-43e8-bf43-44b51610fca2 · inbound
SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3db89b3-6d7f-4c01-a196-3df82db9a9ad · inbound
LLM-ODDR: A Large Language Model Framework for Joint Order Dispatching and Driver Repositioning AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86f2020c-077f-4619-949a-b0aad02c7da8 · inbound
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42a19590-8180-4260-a9e5-1b565df8e491 · inbound
Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5945f212-43e6-4604-aa8f-faf09b6d96d3 · inbound
Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5482457f-94df-4bad-8659-0c69faf13522 · inbound
Synthesis by Design: Controlled Data Generation via Structural Guidance AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7650df87-f3e9-4997-bd04-e53f26ed5df1 · inbound
Your Agent Can Defend Itself against Backdoor Attacks AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79c6ef08-dc2b-47df-8e58-ae41965ded89 · inbound
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28202d86-0f93-4a1a-baa0-82a3d487250a · inbound
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7f309774-b59f-4f7f-be72-d7885afdbca8 · inbound
Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97b0a58a-f376-403f-ad54-4d0d86e37de0 · inbound
DatasetAgent: A Novel Multi-Agent System for Auto-Constructing Datasets from Real-World Images AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 79
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 565e3f9f-ecd4-4be0-a9e7-b16f64f828c3 · inbound
MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6a76097-748c-4a56-b4af-58befea86340 · inbound
S3LoRA: Safe Spectral Sharpness-Guided Pruning in Adaptation of Agent Planner AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c347252-1a5b-4d0a-99b7-63ca2faed76c · inbound
ReSeek: A Self-Correcting Framework for Search Agents with Instructive Rewards AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a041484a-e109-4286-b7a9-6420c0b5cf8e · inbound
RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 001b17ee-2f5f-4bce-803d-64d95bef604c · inbound
SoK: Agentic Skills -- Beyond Tool Use in LLM Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e40e8d92-77d0-4326-995c-7198fc3d3acd · inbound
ActionNex: A Virtual Outage Manager for Cloud Computing AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5d78d429-0dfc-4914-8b82-96588a89df51 · inbound
Meta-Tool: Efficient Few-Shot Tool Adaptation for Small Language Models AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 29d05691-006c-4e01-ab38-aa0cad8580af · inbound
From Coarse to Fine: Self-Adaptive Hierarchical Planning for LLM Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 490f011f-1580-4eb7-b050-927ac1f615de · inbound
ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5cc44ae6-ed9d-438b-9954-a0f54ba39f29 · inbound
ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e4333c4-bea4-4e74-8a5f-1f38fa07b90e · inbound
ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e83a5764-ea5b-4e4e-8ab3-96d734e74566 · inbound
Token-Operations-Oriented Inference Optimization Techniques for Large Models AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 165
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation df84f23b-1df6-41e6-95d1-383220ce6c86 · inbound
Token-Operations-Oriented Inference Optimization Techniques for Large Models AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 165
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e9cdb54-2991-463e-9988-a4088cce67c4 · inbound
Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 04907fce-58dc-4533-a713-8651485f2270 · inbound
Reclaim Evaluation: A Lossy Memory Is Worse Than an Empty One AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 739386b4-1350-4c4b-b2fe-a9b3d4b893b9 · inbound
Reclaim Evaluation: A Lossy Memory Is Worse Than an Empty One AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 428c481d-b769-4c9e-b11c-f5048048ca5c · inbound
Reclaim Evaluation: A Lossy Memory Is Worse Than an Empty One AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0a0a63d-ed54-4d9e-bcd0-9e057a59a13d · inbound
Reclaim Evaluation: A Lossy Memory Is Worse Than an Empty One AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03e4b18e-8eeb-435c-ad50-56edc8cbb297 · inbound
Diagnosing Task Insensitivity in Language Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 709776f9-3e3d-45b6-8b4f-47890822d5b9 · inbound
Where Do CoT Training Gains Land in LLM based Agents? AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dfee629a-3d7e-4b46-8e9e-1e0a0b259072 · inbound
Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3537e843-7119-4f11-88cc-801becdd7f62 · inbound
Yuvion LLM: An Adversarially-Aware Large Language Model for Content And AI Safety AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cd6d8b56-9e95-45e5-9d22-50e9dbb9a057 · inbound
BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 217
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 636e80dc-7579-4865-b097-cd1c317c8775 · inbound
Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84450d16-3158-487c-a59b-c3a2249d38b2 · inbound
TRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.