Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:01:08.600180Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2506.14125.
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 2026-08-15T20:01:08.600180Z
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
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5be75a55-5d9c-4f6e-a65e-ce76b800917e · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Constrained policy optimization
Reference 1
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 05f4c639-5402-4d0c-9e39-eb0f1b9d5967 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Safe reinforcement learning via shielding, 2017
Reference 2
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 1d364716-2cde-46eb-9fbd-d48e60177199 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Asymptotic properties of constrained markov decision processes
Reference 3
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 4c69894e-990d-4215-be53-24a5235ab0b3 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Deep reinforcement learning for demand response in distribution networks
Reference 4
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 7e3fd9b3-e9a8-407e-a3c0-638221a2a80f · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Dynamic allocations for multi-product distribution
Reference 5
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 ba30aaeb-4974-4d4b-90e1-479690a6b11b · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Deliveries in an inventory/routing problem using stochastic dynamic programming
Reference 6
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 0e48722e-60d5-4a7f-be11-af9e8544ea56 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Resource constrained deep reinforcement learning
Reference 7
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 7910ef68-b089-4069-b9cd-2697d104341e · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Duality between density function and value function with applications in constrained optimal control and Markov Decision Process
Reference 8
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 12714306-cb76-499b-9d89-0877225c6f86 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning A tutorial on kernel density estimation and recent advances
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7995c69f-1974-48c2-9d0b-468dcc0d49a7 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Supervised fuzzy reinforcement learning for robot navigation
Reference 10
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 41d4d7a9-e90b-488a-b1c9-a3cff33419b5 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning A comprehensive survey on safe reinforcement learning
Reference 11
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 ba56ffb1-40e2-42e6-9208-98fb0ce15ca4 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Fuzzy q-learning
Reference 12
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 de379194-4561-4849-b674-b63d3bf68da1 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Deep reinforcement learning for robotic manipulation with asynchronous off-policy updates
Reference 13
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 14b093ad-91a2-433a-9ab2-e4d41e255575 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning A Review of Safe Reinforcement Learning: Methods, Theory and Applications
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88062e48-5473-4e2f-9530-f51adaf64026 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Learning to Walk in the Real World with Minimal Human Effort
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3590007-a40a-422f-b7af-b26cb61e6b52 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Hierarchical reinforcement learning for scarce medical resource allocation with imperfect information
Reference 16
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 5e5fb747-f99f-4985-bc58-65a0d267616a · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Logically-Constrained Reinforcement Learning
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82d539d9-c5d4-48c0-8671-88ab9ef72d1a · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Deep reinforcement learning with temporal logics
Reference 18
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 89b97076-1a54-444e-a2d5-24564f2123b0 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Achieving sustainable supply chains through energy justice
Reference 19
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 202b9f2b-0152-4143-9156-db1170c6accc · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Line: Logical query reasoning over hierarchical knowledge graphs
Reference 20
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 8cdda88b-b8b6-45c6-9a1a-92f9d296e6da · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning America's strategy to secure the supply chain for a robust clean energy transition
Reference 21
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 2084936b-8d76-41c1-99e3-3d9a89687a1e · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Community-based operations research
Reference 22
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 302212df-a0a1-43b2-b284-e203a09e1a88 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning On bayesian index policies for sequential resource allocation
Reference 23
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 578cea17-3554-4b64-aeaa-41ceb3b279b5 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Between steps: Intermediate relaxations between big-m and convex hull formulations
Reference 24
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 c825ee03-52fb-44b7-bb5f-73b2dfd2e703 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Augmenting Neural Networks with First-order Logic
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6264bf78-637d-498b-91e9-5fc8dca917e0 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a607d748-7a27-4367-9403-1aa91efb3936 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Sequential resource allocation for nonprofit operations
Reference 27
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 de61594b-3e94-43e1-b4d1-acbcbb0dfcc0 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Clara: A constrained reinforcement learning based resource allocation framework for network slicing
Reference 28
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 e973397e-f8a5-414d-9a06-5aebaba24179 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Adaptive sequential surveillance with network and temporal dependence
Reference 29
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 80454cf3-ccc6-4a8d-b12b-b88fdd8c7b20 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Ethical resource allocation in policing: Why policing requires a different approach from healthcare
Reference 30
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 acc5a0ff-d3ef-48f5-ba61-29a15f77d610 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning A primal dual formulation for deep learning with constraints
Reference 31
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 b7567450-0cc4-47cc-a7f3-979a69769425 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Deep reinforcement learning approach for capacitated supply chain optimization under demand uncertainty
Reference 32
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 92c40bbb-04a0-47f4-9bd7-c59d718e438c · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Combining fuzzy logic and reinforcement learning for resource management in edge computing
Reference 33
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 1dfc4132-eedb-4c26-8214-c3b69eec8098 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Fairness of the distribution of public medical and health resources
Reference 34
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 27eb12f5-e496-440d-a687-bebfd19efc97 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Density constrained reinforcement learning
Reference 35
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 a0b9784c-736f-40ce-88d7-21c4d9e15602 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning A dual to lyapunov's stability theorem
Reference 36
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 38398143-cf84-4274-b7c1-9790afab83c2 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Benchmarking Safe Exploration in Deep Reinforcement Learning
Reference 37
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 2f1b0077-17c1-4454-9540-4155843d11e5 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 133b02cf-616d-496b-90e0-9e10b66e26d4 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Apprenticeship learning using linear programming
Reference 39
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 c9d9f0ca-6b92-4be6-b98f-a1c9cd5c8665 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning The impacts of the covid-19 traffic light system on staff in tertiary education in new zealand
Reference 40
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 fe46283b-7b35-440a-9ffd-8a00c8395dcc · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Reward Constrained Policy Optimization
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1bfcaee-d873-4fde-ad75-fd784cc5df72 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Improved big-m reformulation for generalized disjunctive programs
Reference 42
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 9222da3e-c6b5-4756-a7ef-3f0fdf7b288c · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Disjunctive programming techniques for the optimization of process systems with discontinuous investment costs- multiple size regions
Reference 43
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 ea06e07e-2147-4ac1-b132-57ad133fc53d · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Dynamic shielding for reinforcement learning in black-box environments, 2022
Reference 44
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 d1e43745-4fb0-4697-8826-476cac56d1cc · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Off-Policy Primal-Dual Safe Reinforcement Learning
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 311564d5-b7e6-4960-aa54-f66b851479f6 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Projection-Based Constrained Policy Optimization
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb4687ca-97ae-4ace-86ec-c1b1c18c5817 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Learning density-based correlated equilibria for markov games
Reference 47
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 96cf58b7-de99-4668-9312-c989ccffde74 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning The energy injustice of hydropower: Development, resettlement, and social exclusion at the hongjiang and wanmipo hydropower stations in china
Reference 48
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 824a5941-4552-4a73-bb4b-6e728d9cc9b9 · outbound
Situational-Constrained Sequential Resources Allocation via Reinforcement Learning write newline
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.