Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T13:26:30.538359Z
Paper Citation Record · LEDGER
Mastering emergent language: learning to guide in simulated navigation
As of 16 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:1908.05135.
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 2026-08-16T06:30:59.297886+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
Reference resolution
43 of 43 outbound references displayed
- verified exact2
- verified fuzzy2
- unresolved39
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4b7e5cfb-8694-4b7b-ac86-7068aeb57a8f · outbound
This paper cites URL: " 'urlintro :=.
Mastering emergent language: learning to guide in simulated navigation URL: " 'urlintro :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.400966Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4e29b94-181a-420f-90b0-e69f4c8e3e9f · outbound
This paper cites write newline.
Mastering emergent language: learning to guide in simulated navigation write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.404733Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 700c38d6-a5b5-4695-8791-98b968a01b05 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:31.049459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 55d5c11e-09d1-4011-b62c-b5d0b7b5f0a9 · outbound
This paper cites Learning to Understand Goal Specifications by Modelling Reward.
Mastering emergent language: learning to guide in simulated navigation Learning to Understand Goal Specifications by Modelling Reward
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.411566Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c868298-1a71-4f1f-8405-424e29fbf8a1 · outbound
This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.
Mastering emergent language: learning to guide in simulated navigation Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.415464Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc5a9400-56a4-492f-ba31-2cd448a7812a · outbound
This paper cites HoME: a Household Multimodal Environment.
Mastering emergent language: learning to guide in simulated navigation HoME: a Household Multimodal Environment
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.419869Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a3de752-a963-4e38-90b5-bd2fcd20b9b2 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:31.038433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 38d7e150-5b2d-41b0-a839-4a5d4749e645 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:31.027902Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 35977040-89bd-449a-bb03-f1ccffde6705 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:31.017130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 17c93cf9-2f27-4b27-b4fe-9c5c8262a3bc · outbound
This paper cites BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning.
Mastering emergent language: learning to guide in simulated navigation BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.433957Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 934a140b-f8ef-48f3-9f56-4bf58049138d · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:31.007086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 856a9f52-b455-426d-a4fd-1a7d06d0c128 · outbound
This paper cites Guiding Policies with Language via Meta-Learning.
Mastering emergent language: learning to guide in simulated navigation Guiding Policies with Language via Meta-Learning
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.441600Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fcb1916-e3f3-4de2-a246-1f6c3348a2cf · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.996741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 656d9b17-d966-41a6-894f-f9639a3f2135 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.447254Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf1182fd-a63e-4e93-95d8-490e246d8f79 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.981040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1220f78a-c441-40a9-bf49-941b933d3f49 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.971001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 57d99dbf-1d4d-42ae-b15c-070004a4bf90 · outbound
This paper cites Grounded Language Learning in a Simulated 3D World.
Mastering emergent language: learning to guide in simulated navigation Grounded Language Learning in a Simulated 3D World
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.455385Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b47c35c-374b-45a1-816c-4601bdacdf41 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.458360Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d826289e-2f20-4cb6-baf7-d97184911d62 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.956569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 77a4a22b-28bf-45c6-956b-8aad903e5fe4 · outbound
This paper cites Learning to Play Guess Who? and Inventing a Grounded Language as a Consequence.
Mastering emergent language: learning to guide in simulated navigation Learning to Play Guess Who? and Inventing a Grounded Language as a Consequence
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.463985Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ba9e6ed-a7b5-47df-ad85-feb657bff2e0 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.946991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1227b063-93ee-4001-a3b5-8097e5e9dc05 · outbound
This paper cites On the Pitfalls of Measuring Emergent Communication.
Mastering emergent language: learning to guide in simulated navigation On the Pitfalls of Measuring Emergent Communication
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.469839Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca2c3c2e-c028-4178-b443-5b66815f3ab1 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.937502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 72844dd7-19e5-4bfd-bf6c-6b270454da20 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 24
- Resolution
- verified exact
- doi, observed 2026-08-14T13:26:30.581728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a65a3daa-f5dd-430e-9325-d121766b2c46 · outbound
This paper cites Emergence of Grounded Compositional Language in Multi-Agent Populations.
Mastering emergent language: learning to guide in simulated navigation Emergence of Grounded Compositional Language in Multi-Agent Populations
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.478643Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61bb4cfc-550b-4a30-9b14-6695882bfb26 · outbound
This paper cites Ng and Stuart Russell.
Mastering emergent language: learning to guide in simulated navigation Ng and Stuart Russell
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T13:26:30.927656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 723daa21-316a-4b5c-8381-63cee8d7536c · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.485629Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 606fb46a-ca55-4efa-9f73-844ba1961e02 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.489149Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 670b48ce-7d3e-45fc-b8cb-3d1cb21d9e98 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.492576Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df0ef889-6481-4a1d-9dad-53a79b82dca6 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.905351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 68d600c4-f05c-4498-8444-ae96762ba7bf · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.895017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0b1d3ca7-145b-4c97-86a5-e4e997d8f8f1 · outbound
This paper cites Proximal Policy Optimization Algorithms.
Mastering emergent language: learning to guide in simulated navigation Proximal Policy Optimization Algorithms
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.502069Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c50bc73-42f4-45d0-a608-11d68f140a88 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.505466Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82b3aa86-4d30-4dbd-99fd-66af7f345911 · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.884378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation edd16a82-b14a-4e69-8d83-5968c452719c · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.872290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d878748e-a097-4f5c-84c1-b645c6f3ef40 · outbound
This paper cites Reggia, Juan Uriagereka, and Gerald S.
Mastering emergent language: learning to guide in simulated navigation Reggia, Juan Uriagereka, and Gerald S
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.515550Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a71d2cf7-99f6-42ec-9850-ff8b5a6d9740 · outbound
This paper cites Learning Language Games through Interaction.
Mastering emergent language: learning to guide in simulated navigation Learning Language Games through Interaction
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.518854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7df36bf-4fca-4965-ae8d-a9efbae4eb0a · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.861656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7b8afbf9-ee6b-459e-9488-da24e27bfb3c · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.851173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e4cdd9eb-726e-4f4d-b26e-288e943f0205 · outbound
This paper cites Wooldridge.
Mastering emergent language: learning to guide in simulated navigation Wooldridge
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T13:26:30.840354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 99815f9b-92e8-4e82-85a9-4dd67c0a8aa2 · outbound
This paper cites Building Generalizable Agents with a Realistic and Rich 3D Environment.
Mastering emergent language: learning to guide in simulated navigation Building Generalizable Agents with a Realistic and Rich 3D Environment
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:26:30.532271Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa18672b-7c6e-426a-9ac2-65a34e4e73cc · outbound
This paper cites Interactive Grounded Language Acquisition and Generalization in a 2D World.
Mastering emergent language: learning to guide in simulated navigation Interactive Grounded Language Acquisition and Generalization in a 2D World
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-08-14T13:26:30.597357Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0b45a992-d125-4488-8bb2-a57b8fb835de · outbound
This paper cites an unresolved cited work.
Mastering emergent language: learning to guide in simulated navigation Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T13:26:30.829122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.