DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems | Paper Citation Record

Observation 4daa092c-1248-4526-ba6a-f606389e8e78 · outbound

This paper cites Cic: Contrastive intrinsic control for unsupervised skill discovery,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Cic: Contrastive intrinsic control for unsupervised skill discovery,

Reference 1

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Observation 0342578d-af3c-4c21-9f96-9c7646e99500 · outbound

This paper cites Urlb: Unsupervised reinforcement learning benchmark,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Urlb: Unsupervised reinforcement learning benchmark,

Reference 2

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Observation 1df158d5-de82-4297-b5d9-14dfdad06d82 · outbound

This paper cites Unsupervised reinforcement learning in multiple environments,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Unsupervised reinforcement learning in multiple environments,

Reference 3

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Observation 38bc8abc-7070-40ed-826c-43b1fb186ae6 · outbound

This paper cites an unresolved cited work.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Unresolved cited work

Reference 4

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Observation 7097344a-004f-47af-894a-e83ea9ccc664 · outbound

This paper cites Efficient training of artificial neural networks for autonomous navigation,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Efficient training of artificial neural networks for autonomous navigation,

Reference 5

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Observation 337df680-0a43-4008-bac2-0b5b3d6ee255 · outbound

This paper cites Learning from demonstration,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Learning from demonstration,

Reference 6

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Observation 1041deaa-0f38-48c6-9987-a05dfc64655e · outbound

This paper cites A survey of robot learning from demonstration,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems A survey of robot learning from demonstration,

Reference 7

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Observation 4c9b351d-e9e0-410e-88f9-1516913b0c8b · outbound

This paper cites Model-agnostic meta-learning for fast adaptation of deep networks,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Model-agnostic meta-learning for fast adaptation of deep networks,

Reference 8

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Observation a47ba89b-d833-4bd2-8b86-36926039bfeb · outbound

This paper cites Never give up: Learning directed exploration strategies,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Never give up: Learning directed exploration strategies,

Reference 9

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Observation 776e3556-3fef-466d-9a36-ad0cfb2870e6 · outbound

This paper cites Novelty search in repre- sentational space for sample efficient exploration,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Novelty search in repre- sentational space for sample efficient exploration,

Reference 10

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Observation e59bb6a3-7c2a-4cd5-b2ba-847ddb84b818 · outbound

This paper cites State entropy maximization with random encoders for efficient exploration,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems State entropy maximization with random encoders for efficient exploration,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T00:48:31.739472Z

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Observation b502e8d5-6717-4515-856f-c542a6985f9f · outbound

This paper cites A comprehensive survey on safe reinforce- ment learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems A comprehensive survey on safe reinforce- ment learning,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T00:48:31.744381Z

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Observation e73112fe-69e6-475e-83e4-dba79ea23a0e · outbound

This paper cites Learning to run a power network challenge for training topology controllers,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Learning to run a power network challenge for training topology controllers,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:34.725677Z

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Observation 096df9b7-499f-45ef-8b43-912f17e834c4 · outbound

This paper cites Challenges of real-world reinforcement learning: definitions, benchmarks and analysis,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Challenges of real-world reinforcement learning: definitions, benchmarks and analysis,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:34.580303Z

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Observation 2c372663-fc1a-447c-ac08-4a5f29d452ef · outbound

This paper cites Constrained policy optimization,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Constrained policy optimization,

Reference 15

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Observation 2a4e7517-7172-4e4a-9d66-76d9eb1e4c36 · outbound

This paper cites Safe reinforcement learning in constrained markov decision processes,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Safe reinforcement learning in constrained markov decision processes,

Reference 16

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Observation 16eaab49-7206-4ea8-a3f6-aa7101110125 · outbound

This paper cites Density constrained reinforcement learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Density constrained reinforcement learning,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:34.501166Z

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Observation 5f59d091-fdf1-4802-85d4-e46607fa6fa0 · outbound

This paper cites Cem: Constrained entropy maximization for task-agnostic safe exploration,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Cem: Constrained entropy maximization for task-agnostic safe exploration,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:34.486541Z

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Observation a1030c76-5be3-429f-8d8d-a443745378ac · outbound

This paper cites Learning constraints from demon- strations,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Learning constraints from demon- strations,

Reference 19

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Observation 1f3df500-4e79-4011-9b80-cd7faaedc697 · outbound

This paper cites Inverse constrained re- inforcement learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Inverse constrained re- inforcement learning,

Reference 20

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Observation 1a9f6cfc-0b33-4415-ad61-d3857dffed08 · outbound

This paper cites Learning shared safety constraints from multi-task demonstrations,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Learning shared safety constraints from multi-task demonstrations,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:34.438443Z

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Observation 19a93881-4d3d-465f-a7f1-0cc4bebc9677 · outbound

This paper cites Conditional value-at-risk for elliptical distributions,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Conditional value-at-risk for elliptical distributions,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:34.422642Z

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Observation f8c842f9-f593-4935-8117-231d643b78ab · outbound

This paper cites Worst cases policy gradients,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Worst cases policy gradients,

Reference 23

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Observation ee9d3446-804a-47ff-ac1a-70764afbcd6c · outbound

This paper cites Wcsac: Worst-case soft actor critic for safety-constrained reinforcement learn- ing,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Wcsac: Worst-case soft actor critic for safety-constrained reinforcement learn- ing,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:34.176402Z

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Observation 49f5489f-2fa0-4948-bbc2-5e4e295899ce · outbound

This paper cites Task-agnostic exploration in reinforce- ment learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Task-agnostic exploration in reinforce- ment learning,

Reference 25

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Observation 2396b1d5-c093-4948-aa9b-1f8e51078b4e · outbound

This paper cites Learning safety constraints from demonstrations with unknown re- wards,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Learning safety constraints from demonstrations with unknown re- wards,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:34.073630Z

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Observation f9918328-d66d-430b-b5ea-dd509971e848 · outbound

This paper cites Train hard, fight easy: Robust meta reinforcement learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Train hard, fight easy: Robust meta reinforcement learning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:34.057044Z

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Observation 0cabb9a8-e59f-45a7-8ccd-03f3d6dcfbc7 · outbound

This paper cites Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models

Reference 28

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Observation f0b238c4-f198-4e9f-ae0e-85ed1b072020 · outbound

This paper cites Reward-free exploration for reinforcement learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Reward-free exploration for reinforcement learning,

Reference 29

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Observation a4fd1942-f300-4043-a1ec-0499e23eb5dc · outbound

This paper cites Provably efficient maximum entropy exploration,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Provably efficient maximum entropy exploration,

Reference 30

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Observation 46912794-0df4-4cfd-b9fc-38c387092c1b · outbound

This paper cites Efficient Exploration via State Marginal Matching.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Efficient Exploration via State Marginal Matching

Reference 31

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Observation 501e5005-bd15-45ff-98e7-714bcc3fe0c9 · outbound

This paper cites Constrained cross-entropy method for safe reinforcement learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Constrained cross-entropy method for safe reinforcement learning,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:34.005886Z

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Observation 8b45eaf0-623c-4d42-b538-8b8df7a11f90 · outbound

This paper cites Learning to fly,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Learning to fly,

Reference 33

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Observation 936e9e12-8eab-4a6e-ba98-ed91ee1054d6 · outbound

This paper cites an unresolved cited work.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T00:48:33.973898Z

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Observation 3afd8016-a712-4b1d-8e5d-b78f1278f0f6 · outbound

This paper cites Apprenticeship learning via inverse rein- forcement learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Apprenticeship learning via inverse rein- forcement learning,

Reference 35

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Observation b225c898-29e6-4348-a94b-32eaa65f2a24 · outbound

This paper cites Generative adversarial imitation learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Generative adversarial imitation learning,

Reference 36

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Observation 75b8c992-6b1e-4709-a1be-9e0eeed87ed5 · outbound

This paper cites Learning robust rewards with adverserial inverse reinforcement learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Learning robust rewards with adverserial inverse reinforcement learning,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.939014Z

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Observation fa645a3a-0e85-4e29-8d65-0e5fea072805 · outbound

This paper cites Iq-learn: Inverse soft-q learning for imitation,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Iq-learn: Inverse soft-q learning for imitation,

Reference 38

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Observation 1816aead-b213-472b-a638-1e29af456356 · outbound

This paper cites Maximum entropy inverse reinforcement learning.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Maximum entropy inverse reinforcement learning

Reference 39

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Observation 96faf043-56f6-454f-a84d-9e76eaea414d · outbound

This paper cites Bridging the gap between imitation learning and inverse reinforcement learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Bridging the gap between imitation learning and inverse reinforcement learning,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.813002Z

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Observation f68e6c6e-c5ea-496a-8125-565e9aa65e62 · outbound

This paper cites A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T00:48:32.201198Z

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Observation 80cb5e59-5b8b-49eb-86b1-83b401e1e587 · outbound

This paper cites Maximum Likelihood Constraint Inference for Inverse Reinforcement Learning.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Maximum Likelihood Constraint Inference for Inverse Reinforcement Learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T00:48:32.206554Z

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Observation fd1ded94-c38f-457b-bc72-e9148432ad45 · outbound

This paper cites Learning constraints from demon- strations with grid and parametric representations,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Learning constraints from demon- strations with grid and parametric representations,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.715976Z

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Observation 573c1ce4-7b3d-4253-b4f9-f626d4ed3881 · outbound

This paper cites Gaussian process constraint learning for scalable chance-constrained motion planning from demon- strations,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Gaussian process constraint learning for scalable chance-constrained motion planning from demon- strations,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.596229Z

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Observation 1b5e8fdf-dd69-4838-92cb-de460f28a0b2 · outbound

This paper cites Learning soft constraints from constrained expert demonstrations,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Learning soft constraints from constrained expert demonstrations,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.580418Z

Source-reported events for the cited work

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Observation 1423062b-be2c-489e-8bdd-aea74a493fd5 · outbound

This paper cites Uncertainty-aware constraint inference in inverse constrained reinforcement learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Uncertainty-aware constraint inference in inverse constrained reinforcement learning,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.564589Z

Source-reported events for the cited work

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Observation b2a25c70-9fb6-4c3b-8337-364794e6982c · outbound

This paper cites Confidence Aware Inverse Constrained Reinforcement Learning.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Confidence Aware Inverse Constrained Reinforcement Learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T00:48:32.306249Z

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Observation cc73d1fd-dd46-48ca-829f-9081f2c4c89f · outbound

This paper cites Inverse constraint learning and gen- eralization by transferable reward decomposition,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Inverse constraint learning and gen- eralization by transferable reward decomposition,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.548668Z

Source-reported events for the cited work

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Observation 27802c63-be74-4062-87c6-6c7945e75c81 · outbound

This paper cites Altman, Constrained Markov decision processes.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Altman, Constrained Markov decision processes

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T00:48:32.455776Z

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Observation db4b5a4d-393b-48bc-b55e-c00e0b9c856a · outbound

This paper cites Benchmarking Batch Deep Reinforcement Learning Algorithms.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Benchmarking Batch Deep Reinforcement Learning Algorithms

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T00:48:32.560569Z

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Observation 21b481c7-6aa3-4a04-ab70-bd745ffb3136 · outbound

This paper cites Approximate Robust Control of Uncertain Dynamical Systems.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Approximate Robust Control of Uncertain Dynamical Systems

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-08-10T00:48:32.854221Z

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Observation c3efdc1a-2d29-4ed2-9928-c5a8d085c1e7 · outbound

This paper cites Bayesian methods for constraint inference in reinforcement learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Bayesian methods for constraint inference in reinforcement learning,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.522112Z

Source-reported events for the cited work

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Observation 2a5dbb09-8942-4ec3-8318-6551f0845769 · outbound

This paper cites Risk-sensitive inverse reinforcement learning via coherent risk models.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Risk-sensitive inverse reinforcement learning via coherent risk models

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.505778Z

Source-reported events for the cited work

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Observation a0cbd5af-f9a4-4862-814c-e8e6f8d22f31 · outbound

This paper cites Benchmarking constraint inference in inverse reinforcement learning,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Benchmarking constraint inference in inverse reinforcement learning,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.489286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7150cc6a-b9b4-4b74-9a5e-8176cd2838e0 · outbound

This paper cites Near- est neighbor estimates of entropy,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Near- est neighbor estimates of entropy,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.469520Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c899864f-9de5-4213-a0f4-ef36e355e6e6 · outbound

This paper cites Particle based probability density fusion with differential shannon entropy criterion,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Particle based probability density fusion with differential shannon entropy criterion,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.429642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1da520f0-4726-42aa-bf2a-1a6e291dd466 · outbound

This paper cites Task-agnostic exploration via policy gradient of a non-parametric state entropy estimate,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Task-agnostic exploration via policy gradient of a non-parametric state entropy estimate,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.374367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1eaa7da7-30cd-4d05-902e-ae9a0c322804 · outbound

This paper cites Reward Constrained Policy Optimization.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Reward Constrained Policy Optimization

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-10T00:48:32.728968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcf0f65e-4bce-42be-beee-e20cd5829ec7 · outbound

This paper cites An environment for autonomous driving decision- making,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems An environment for autonomous driving decision- making,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.235606Z

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Observation 1cc0b4a2-166f-4fe4-a896-a1de0e1827b2 · outbound

This paper cites OpenAI Gym.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems OpenAI Gym

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T00:48:32.739075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3c275c2-1d46-4086-94d7-f557ac3a4e64 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Adam: A Method for Stochastic Optimization

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T00:48:32.744343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6810a24-0bac-4704-8bd5-de1bad7855a6 · outbound

This paper cites Constrained differential optimization,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Constrained differential optimization,

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T00:48:32.749342Z

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Observation a6d67648-b7bf-4c36-935d-b8118952f541 · outbound

This paper cites Controlled text gen- eration as continuous optimization with multiple constraints,.

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Controlled text gen- eration as continuous optimization with multiple constraints,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T00:48:33.069704Z

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