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Paper Citation Record · LEDGER

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games

As of 16 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:1909.01646.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1909.01646 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:15:24.537542Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

  • verified exact3
  • verified fuzzy4
  • unresolved10
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2441531-3bf5-4cc6-8324-29536819e7d6 · outbound

This paper cites TextWorld: A Learning Environment for Text-based Games.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games TextWorld: A Learning Environment for Text-based Games

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-14T05:15:24.446749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T05:15:24.446749Z digest=sha256:466657e39667db0f6229299ef95d9a4ec25bc8da03f4abff10d71dcfbb12ef4e

Observation bb95135e-af43-4390-aff3-33093cd9c2ed · outbound

This paper cites What can you do with a rock? Affordance extraction via word embeddings.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games What can you do with a rock? Affordance extraction via word embeddings

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-14T05:15:24.735457Z

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.

source=pdf_text observed=2026-08-14T05:15:24.462811Z digest=sha256:8c588e816aae17495ec88e675562506d908199a7bd6717c52763e07f35d5885c

Observation 084f61ec-48ae-4977-882f-267a2c61008c · outbound

This paper cites Text-based Adventures of the Golovin AI Agent.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Text-based Adventures of the Golovin AI Agent

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-14T05:15:24.692170Z

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.

source=pdf_text observed=2026-08-14T05:15:24.483474Z digest=sha256:d08a8d49f07d27c0956aba2713535efae3a534815ddc35b7a8f2fc02f93f1094

Observation 9ad68b37-3473-49fa-b5ca-106efdd57084 · outbound

This paper cites Asynchronous Methods for Deep Reinforcement Learning.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Asynchronous Methods for Deep Reinforcement Learning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-14T05:15:24.499065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T05:15:24.499065Z digest=sha256:43de09ef9cb58d9502644811d16a15baa376c83c5199cc0d061a69972ae1e85d

Observation 141e9b57-63b6-44c7-b5b9-1c61029cd1e7 · outbound

This paper cites D.; and Barzilay, R.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games D.; and Barzilay, R

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:15:24.835623Z

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.

source=pdf_text observed=2026-08-14T05:15:24.504241Z digest=sha256:977381e694e5d4ce52bdc5280f199b0f3e84b7c7cdc269595cc01182d2041d45

Observation 9a743733-9a09-4c89-b606-835c2a32559d · outbound

This paper cites Language Understanding for Text-based Games Using Deep Reinforcement Learning.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Language Understanding for Text-based Games Using Deep Reinforcement Learning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-14T05:15:24.509598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T05:15:24.509598Z digest=sha256:53505c279adef6c8af4697650da8fe5e26b07c92b9ccf17551906aea20ce364c

Observation d02ae739-c02b-470b-842f-cbc9f2a5d477 · outbound

This paper cites S., and Barto, A.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games S., and Barto, A

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:15:24.804107Z

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.

source=pdf_text observed=2026-08-14T05:15:24.521133Z digest=sha256:2c385bc627b77ccb275ab4cf5ed3d162a05dea4358ce77a9cc2ee5d7cac7c595

Observation b1aba728-f653-4024-9960-84e32608e268 · outbound

This paper cites Towards Solving Text-based Games by Producing Adaptive Action Spaces.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Towards Solving Text-based Games by Producing Adaptive Action Spaces

Reference 17

Resolution
metadata mismatch
local_arxiv, observed 2026-08-14T05:15:24.617748Z

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.

source=pdf_text observed=2026-08-14T05:15:24.526239Z digest=sha256:c993374bc4460428b7318635dcae55171b8bbb01d7ceaf498cefb8b2eceab2c3

Observation 0cc32638-4a0d-4546-8657-55a76143468c · outbound

This paper cites Comprehensible Context-driven Text Game Playing.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Comprehensible Context-driven Text Game Playing

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-14T05:15:24.592139Z

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.

source=pdf_text observed=2026-08-14T05:15:24.531870Z digest=sha256:0aa29d3cd7bf4e024f6765dd4b947faea050229968e5c239f1596584e6f8a678

Observation 8455791b-0fc7-4513-b179-6ec12df763d9 · outbound

This paper cites Ys84WnppVT4GhMM21wnx/hn0Xxw=.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Ys84WnppVT4GhMM21wnx/hn0Xxw=

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:15:24.787619Z

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.

source=pdf_text observed=2026-08-14T05:15:24.537542Z digest=sha256:af786d8afb6617c7213407cdf5d7ff64ce697eed5a54efc2ab0b73006cfbae70

Observation 53141074-a312-4e58-887e-03a1630c8b48 · outbound

This paper cites an unresolved cited work.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Unresolved cited work

Reference 1980

Resolution
parse uncertain
raw_fallback, observed 2026-08-14T05:15:24.870232Z

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.

source=pdf_text observed=2026-08-14T05:15:24.478328Z digest=sha256:30da5704b39eacbb388bbf549825a7a4afc8a31daae9cfbf3de7dfef9b7b42c1

Observation 8fd1940a-0440-4f2b-9363-748497c8e21f · outbound

This paper cites an unresolved cited work.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Unresolved cited work

Reference 1993

Resolution
unresolved
raw_fallback, observed 2026-08-14T05:15:24.921003Z

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.

source=pdf_text observed=2026-08-14T05:15:24.452220Z digest=sha256:f5510cfc84f9e11fb7f2d289fb3ea740ded0ee36d201a485fb8b7b20ec3c5f8a

Observation 80f13826-6ab6-49c0-8a32-9db1c1e73cd5 · outbound

This paper cites an unresolved cited work.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Unresolved cited work

Reference 1997

Resolution
unresolved
raw_fallback, observed 2026-08-14T05:15:24.887367Z

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.

source=pdf_text observed=2026-08-14T05:15:24.473372Z digest=sha256:d26e939f8da99d383ee4aa140b3f804c3ea28a47827382968084981bcf8bb716

Observation 90f952db-8a7a-4dcd-8880-3207c514e907 · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Playing Atari with Deep Reinforcement Learning

Reference 2013

Resolution
unresolved
no resolver link, observed 2026-08-14T05:15:24.488768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T05:15:24.488768Z digest=sha256:2158206cde8d824d1edf0cab6836beb9953dacf62e2d5aeb6e9cdff292cd388d

Observation ac4434c0-a581-4dc4-97bf-96db7cc17d2b · outbound

This paper cites an unresolved cited work.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Unresolved cited work

Reference 2014

Resolution
unresolved
raw_fallback, observed 2026-08-14T05:15:24.819758Z

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.

source=pdf_text observed=2026-08-14T05:15:24.515897Z digest=sha256:5492d16d90cb537324e1dc209a61b173aa783c47367d101bb7a704a29d66f91b

Observation 8b02c891-4a94-4b7c-8421-a7fdb43284a6 · outbound

This paper cites Deep Reinforcement Learning with a Natural Language Action Space.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Deep Reinforcement Learning with a Natural Language Action Space

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-14T05:15:24.467953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T05:15:24.467953Z digest=sha256:8e844873e2034286bf749f5ed6a928867ed2e5fb1572009d0d468fd1570f4ca9

Observation 67c31b78-02fd-40e0-b330-083a76834374 · outbound

This paper cites P.; Mirza, M.; Graves, A.; Lil- licrap, T.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games P.; Mirza, M.; Graves, A.; Lil- licrap, T

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:15:24.853640Z

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.

source=pdf_text observed=2026-08-14T05:15:24.493912Z digest=sha256:ccbc0b48981b16afe1fc48e3af363178e9a695250542ddab3c1386a154a3beee

Observation d7558d7e-1be1-49e0-9af1-1e3b48e9fed3 · outbound

This paper cites an unresolved cited work.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Unresolved cited work

Reference 2017

Resolution
unresolved
raw_fallback, observed 2026-08-14T05:15:24.903933Z

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.

source=pdf_text observed=2026-08-14T05:15:24.457532Z digest=sha256:a0565a4ba90952e5ed591ae697247215dc5704be5262ecce1ef5b63e37ca9c5e

Observation 90842a7c-5e2d-4f4a-bb41-ab427e9296d5 · outbound

This paper cites Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning.

LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-14T05:15:24.440877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T05:15:24.440877Z digest=sha256:672ab180838d9e9751c851d0f53151672e7789dc0b7c05a5a874318ffb91fa39

Pith citing papers

No inbound Pith citation observations are available.