Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T13:32:45.303935Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2412.13053.
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 2026-08-11T13:32:45.303935Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 56018101-3918-40d4-97f8-7da795576cfe · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks , " * write output.state after.block = add.period write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3091961d-5de7-40b2-a0da-91bf3da2372c · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks write newline
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c1393fb-b153-44df-a984-9f53c62174cb · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ac545bc6-e45b-41eb-adad-931449baae02 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks B.; D \' az-Rodr \' guez, N.; Del Ser, J.; Bennetot, A.; Tabik, S.; Barbado, A.; Garc \' a, S.; Gil-L \'o pez, S.; Molina, D.; Benjamins, R.; et al
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49f1c858-e2bc-47a0-866d-a645ed397d7e · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Verifiable Reinforcement Learning via Policy Extraction
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fbad8ee-a90e-4543-ad5c-6299fb4ab01f · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks A Comparative Study of Faithfulness Metrics for Model Interpretability Methods
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f336f205-7aaf-4ae2-a837-a211105622d9 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ed8cbdea-22b9-4516-9c26-a8801507c108 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks L.; and Iacca, G
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 52fa2825-6a0c-4cbf-8441-e0fc6a54044b · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks L.; and Iacca, G
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1a224147-1276-4985-855a-4c69ca67fb28 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Social Interpretable Reinforcement Learning
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c885c4ad-3f4f-4e05-a429-4a6fd4de01c3 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 055e87c2-872c-4614-92e8-bdc72a4e23b6 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ca8392b-6662-4264-96f3-61ab9e8e9367 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Towards Interpretable-AI Policies Induction using Evolutionary Nonlinear Decision Trees for Discrete Action Systems
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b210593-1cd6-4d93-9b3a-8cbc2ed0fd3e · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 83f737ea-fe93-436f-b71b-ebcc9d6d4ba3 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 613da353-6400-4451-9fd0-fdf08b7ab0c2 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks H.; Kovach, T.; Miller, K.; and Dubrawski, A
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d8dbd196-c24c-43b1-8bca-99bfe34eaa5a · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f52c25a-c4da-4825-95bb-3b5feb1e0d6b · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8f1deed5-0d36-42b7-9d88-e060bbfa18f2 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d5e2bed2-f5b1-49c3-b492-32a66450d81b · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ebcc9f13-2336-45db-8a0d-062b79ccd815 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks T.; and Alpayd n, E
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c915c229-cb12-4324-b72e-26e4cac02390 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Neural Logic Reinforcement Learning
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 48495234-14e0-45b8-b25f-3b76e1a6a1b0 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Neuro-Symbolic Reinforcement Learning with First-Order Logic
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cec939f8-62dc-45ad-8e6b-bf0c0563917d · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef7ad309-a82c-4406-9a4f-b630eb0f41dc · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 91dc8984-f811-4851-bff0-1a38330d83c0 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 231f472e-7b28-46de-9543-60196270f286 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f4153a02-103f-40f2-9d34-312c7b5d8f74 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 91e45054-ce96-40d5-9cd6-b43a458de564 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Mixtures of Experts Unlock Parameter Scaling for Deep RL
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c08f235b-36cf-45c2-99a2-d82accd3345b · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Interpretable Reinforcement Learning for Robotics and Continuous Control
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 315399f9-01b0-453f-9c19-692468fd8a93 · outbound
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 00df51e9-3f83-425c-9503-fa60fe2fb8de · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement Learning
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11b06ef2-b636-48ca-8a50-fb04bf77a510 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Scaling Vision with Sparse Mixture of Experts
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1a6fd87-30bb-450b-8c9d-f57869b34714 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 922eac69-5746-48f8-8e59-dda09641fe3c · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Conservative Q-Improvement: Reinforcement Learning for an Interpretable Decision-Tree Policy
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9d93b89-7792-486c-b872-6e1678c5f258 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e21e9ec9-d4a7-46c2-9aac-f4e737005bea · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bb6aa8a-c3f3-4557-9b16-8cd84402f500 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks The age of secrecy and unfairness in recidivism prediction
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82aea2a7-f7ae-4df0-bcd8-ca006b6f3f07 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Proximal Policy Optimization Algorithms
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19a8739d-4b31-4d85-9100-610eee34392a · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks EXPIL: Explanatory Predicate Invention for Learning in Games
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 22a1ef4e-c9cb-4c0b-9d10-bdd711804b5e · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6151c00c-357e-4030-9f50-fc2eba1195a6 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7db04995-f866-4023-9b74-30d631b6009b · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5648963b-dcc5-4a85-b412-fea4ccd2a1d6 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks M.; Kosut, R
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0dc366ad-3103-4f40-86a5-85f667d03ff8 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 298381fe-b965-4303-a9f1-4942a8ce32e0 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fed40590-01f0-4c04-a571-1a0a65b32236 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks R.; and Alemzadeh, H
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation dfbb4739-8559-487a-9aee-1a2b896e123a · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Imitation-Projected Programmatic Reinforcement Learning
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c7f6db6b-7ed0-40fe-a688-951d90b2ae18 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Programmatically Interpretable Reinforcement Learning
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e52267e0-57e8-401c-ae94-e46e3d609e46 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 91f1d224-3414-4ba9-982e-6186ec594df8 · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5c4a2e66-b4d1-429b-a24e-da4f3db4503f · outbound
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Mixture of Experts in a Mixture of RL settings
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.