Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:04:42.823217Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2508.06042.
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 2026-08-05T23:04:42.823217Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-10T08:53:03.420926Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-10T08:58:13.165117Z
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4a85b142-3d3c-4f4f-b25b-c7e49b16d83c · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Apprenticeship learning via inverse reinforcement learning
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cf39951f-d933-42c0-92e8-1fef72fb3776 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Avalon: A benchmark for rl generalization using procedurally generated worlds
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d195263d-709a-4eb5-b844-890ea7b4f64b · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning The arcade learning environment: An evaluation platform for general agents
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4ec8fcd3-7691-493b-9e13-5984fe39d201 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Sc2egset: Starcraft ii esport replay and game-state dataset
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 78049e22-e91a-4b41-8d1e-77b8da10eac3 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Starcraft II
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3f4b6201-9587-464a-ba9f-565f0b9cb04e · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Do as i can, not as i say: Grounding language in robotic affordances
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 272de62e-f18f-4ae6-b429-05f65a49ffc8 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 25274cc3-461f-4f55-8206-f01509b4d144 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05295ee8-6f08-43a2-af95-b869fdb792db · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Reconcile: Round-table conference improves reasoning via consensus among diverse llms
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7e1dd9ab-79b4-4155-a044-8d5bc6aae7d2 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c8696e9-6021-4984-9fe1-3a768a4d18dd · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Delbecq and Andrew H
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1e9d07c5-469f-46f1-b09a-1fd9273bda21 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning PaLM-E: An Embodied Multimodal Language Model
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48289d22-8349-4be4-b982-e5aa22eeed79 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Tenenbaum, and Igor Mordatch
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 93467017-b341-4353-83ec-c74fd0c83188 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning MineDojo : Building open-ended embodied agents with internet-scale knowledge
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 87673b5a-f7f0-422b-9f0d-e8961aabc991 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Strategic Reasoning with Language Models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 856928a0-1c20-4b86-aa80-a186cc6a685c · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8955b9a7-0661-4b70-899b-ef8a24a192ee · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Camel: Communicative agents for" mind" exploration of large language model society
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation abb013ec-6241-4b19-a271-d9093a54621a · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3ce4f33-bc89-4807-ac13-c58403c163f3 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Hierarchical Expert Prompt for Large-Language-Model: An Approach Defeat Elite AI in TextStarCraft II for the First Time
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 27ae75fd-b2b2-4916-a23a-84cd3258da0a · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Multi-expert prompting improves reliability, safety and usefulness of large language models
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ad4cc06a-0c65-4ac6-b2a9-e3b8021a710b · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Large language models play starcraft ii: Benchmarks and a chain of summarization approach
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3048a0e2-c2f6-46d8-a235-3b33ab5b96cb · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning The Society of Mind
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0ef2faef-b39f-4dc5-8e18-67aa699def2d · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Gpt-4o mini: Advancing cost-efficient intelligence
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 98920867-9d1d-48ae-b0ca-f113a7fff6d2 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Training language models to follow instructions with human feedback
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 828941dd-b5a8-4171-9738-0ba94039933f · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning No-press diplomacy: Modeling multi-agent gameplay
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0448c8a0-fcf2-4057-93e2-b96067e6f53b · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Multi-agent reinforcement learning for cooperative air transportation services in city-wide autonomous urban air mobility
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 27cbeacb-4d23-47b0-9d9b-bbb1309f0cc8 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20e3eeaa-1499-4c88-a37b-140319607d62 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aa473a6-ecde-4259-8717-0c1f692f7c74 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Swarmbrain: Embodied agent for real-time strategy game starcraft ii via large language models
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c60a9e90-0786-4699-af63-30a6e966ac4f · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Alfworld: Aligning text and embodied environments for interactive learning
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 61fc3e22-6bae-44ce-9a7e-af43c92ae401 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Tenenbaum, Antonio Torralba, Shuang Li, and Igor Mordatch
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c9e2bd22-e0a7-4053-ab51-68997957d546 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Mujoco: A physics engine for model-based control
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 743afd87-e404-4a0d-90d6-20aebfbcf0a1 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Behavioral cloning from observation
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bead09d8-97dc-4a9f-8951-21db8a1eb3a8 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning LLaMA: Open and Efficient Foundation Language Models
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f23a2a76-0284-42ba-9efc-a1ad3ec68cbe · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ae070ef-c177-48e4-9a1b-e17f35677a5e · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning ILBiT: Imitation Learning for Robot Using Position and Torque Information based on Bilateral Control with Transformer
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a829433-1c6f-4dc4-acfe-bd876df0c203 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Grandmaster level in starcraft ii using multi-agent reinforcement learning
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 46700a69-0937-4618-a96d-e4a8a4dbefbb · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Voyager: An open-ended embodied agent with large language models
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9dd5df5-e433-4867-9acf-72321d1ead1f · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Scienceworld: Is your agent smarter than a 5th grader? In EMNLP, 2022
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 019fed90-ab0a-4d94-8e76-7e1e1a11eb9f · outbound
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ee2e71d6-e0e8-43cd-a3c8-a5938eee4c19 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Chain-of-thought prompting elicits reasoning in large language models
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8224989a-4dd6-483b-bedd-c7912661005f · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning RoboCopilot: Human-in-the-loop Interactive Imitation Learning for Robot Manipulation
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18e9a890-4579-49aa-b59e-d78c457fd3ba · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Llms are not good strategists, yet memory-enhanced agency boosts reasoning
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4a5a4541-5680-44ce-9987-086c4057dfae · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Qwen2 Technical Report
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f0c3a4a-000b-4a5c-9662-1cd55e1719f0 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Qwen3 Technical Report
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed5db4b2-7bf0-4c88-844a-4bcb4289c5f3 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c33fc14-d970-4fb1-b659-84ba1991c13e · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning write newline
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a77e66ab-dee0-4461-ac5c-cf0a7bbd4cc4 · outbound
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13f4137d-ea47-4bc9-be1c-29f93006e3fd · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Unresolved cited work
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b78cc06-cefa-4b07-a45a-c6a9abbface1 · outbound
Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning Unresolved cited work
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 785bc9c2-a6eb-4ab0-ab8c-725a10059b87 · inbound
Weak-Link Optimization for Multi-Agent Reasoning and Collaboration Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.