Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T12:40:45.727688Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2412.14002.
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 2026-08-11T12:40:45.727688Z
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, observed 2026-07-01T01:40:08.230114Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T12:55:44.116744Z
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7d5debb6-f0c9-42d9-8d71-e9b5c137e1ba · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Mastering the game of go without human knowledge,
Reference 1
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 a14a017c-7b4c-46bb-93e6-842395d858bc · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Magnetic control of tokamak plasmas through deep reinforcement learning,
Reference 2
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 fc2e3662-6eba-4b80-8a36-fd86e8f01db8 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5ac92ef-5561-4ba3-9ad0-9402d472a519 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Altman, Constrained Markov decision processes
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a515a8e-f66a-489c-a58b-7e289c4e5f3f · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Policy gradients with variance related risk criteria,
Reference 5
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 9ec6acb3-8b02-4766-91c3-e51e28f664db · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Risk-constrained reinforcement learning with percentile risk criteria,
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 ee91af8a-5923-494f-a011-6aca5f6ab9d7 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Control and optimization meet the smart power grid: Scheduling of power demands for optimal energy management,
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 542b87d3-b08d-435d-be6e-0e07797a0d49 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Constrained policy optimization,
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 45b38f5c-3b29-440f-81cb-573b57a0950d · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Dynamic programming equations for dis- counted constrained stochastic control,
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 ad5d1b4d-e489-46fd-b2bf-0ace75ad2016 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Dynamic programming in constrained Markov decision processes,
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 cd8afd8c-185d-45f4-bb8d-cdd29e24ae5f · outbound
Operator Splitting for Convex Constrained Markov Decision Processes A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes
Reference 11
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 81bb3222-c4a7-4975-9bfa-60d1a820a59d · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Natural policy gradient primal-dual method for constrained Markov decision processes,
Reference 12
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 a42db668-8b00-4eca-88ab-0631211d5210 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Learning policies with zero or bounded constraint violation for constrained MDPs,
Reference 13
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 e5e4fd73-681f-4d25-8067-da8a5f2ce359 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes State Augmented Constrained Reinforcement Learning: Overcoming the Limitations of Learning with Rewards
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 059a8990-aadc-44e1-b9e0-bbe49e2e94f9 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Constrained MDPs and the reward hypothesis
Reference 15
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 dc886c82-2731-4f9d-a3a9-9c3e88d9d4ec · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Two “well-known
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 94358415-df0b-4c2c-8470-c8a9c5a99ca8 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Algorithm for constrained Markov decision process with linear convergence,
Reference 17
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 df37e178-a510-4759-9e23-c8ca8325bc49 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Faster Algorithm and Sharper Analysis for Constrained Markov Decision Process
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 436de9d0-9ff3-4e8f-8b7a-e28e86f689d4 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Cancellation-Free Regret Bounds for Lagrangian Approaches in Constrained Markov Decision Processes
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7dc5fbf-0b77-45e9-bc34-8fb93dbf9c2d · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Last-Iterate Convergent Policy Gradient Primal-Dual Methods for Constrained MDPs
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9b00ec9-7e4a-45d9-b6c9-35dac966afef · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Reload: Reinforcement learning with optimistic ascent- descent for last-iterate convergence in constrained MDPs,
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 15e44324-8a48-4e21-aec3-1d4ff6d76fea · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Ipo: Interior-point policy optimization under constraints,
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 d9ca5f64-4792-4ad5-8b81-cca65e75d970 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Projection-Based Constrained Policy Optimization
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bc2fc3e-f15d-42a0-b7ac-9ed2ce28805e · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Reward is enough for convex MDPs,
Reference 24
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 3b81aac5-0a43-47d3-8586-bddbc21ce90a · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Apprenticeship learning via inverse reinforce- ment learning,
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 41a27b59-5d10-424e-9af1-3f570162db0b · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Provably efficient maximum entropy exploration,
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 b9945c27-18a9-4bb5-8a98-148d484fa784 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Diversity is All You Need: Learning Skills without a Reward Function
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a405dd85-26bc-424e-9b46-9cece872a9ad · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Policy-based primal-dual methods for convex constrained Markov decision processes,
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 5d238fcc-519d-47b8-97fe-741bdfe0b226 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Variational policy gradient method for reinforcement learning with general utilities,
Reference 29
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 5c4a64fb-80a3-4e21-babd-fb34144bf916 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Reinforcement learning with convex constraints,
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 6452146a-e617-4068-b5a7-af6bf91dbf54 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes A simple reward-free approach to constrained reinforcement learning,
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 002b4718-6274-4d5d-8a35-5130c8ea7d9c · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Bauschke and P
Reference 32
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 aae25587-1f49-4ccd-bdf5-ae98d45aed63 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Distributed optimization and statistical learning via the alternating direction method of multipliers,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8694d196-c0b1-433a-91ec-0f717a1e6517 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes A note on the equivalence of operator splitting methods,
Reference 34
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 729dc1db-fde2-477b-9cc8-c21276720462 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Provably efficient algorithms for multi-objective competitive RL,
Reference 35
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 148017e3-2317-4d51-86ef-164c340ffebb · outbound
Operator Splitting for Convex Constrained Markov Decision Processes A splitting method for optimal control,
Reference 36
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 335a47a6-b86e-4328-95d5-b970d8ec748d · outbound
Operator Splitting for Convex Constrained Markov Decision Processes A unified view of entropy-regularized Markov decision processes
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34500308-5375-46e9-a658-cf89b33ce04e · outbound
Operator Splitting for Convex Constrained Markov Decision Processes A theory of regularized Markov decision processes,
Reference 38
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 47314e45-c403-49b2-9885-921c406adbef · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Dynamic programming through the lens of semismooth Newton-type methods,
Reference 39
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 f226bed8-e293-433e-ae8c-f2f142ea9ed2 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes From optimization to control: quasi policy iteration,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c85f91e9-7369-41ab-9e12-03177f016048 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes On the minimal displacement vector of the Douglas–Rachford operator,
Reference 41
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 845b7a3d-417a-45ab-a633-b0261fba5ace · outbound
Operator Splitting for Convex Constrained Markov Decision Processes On the Douglas–Rachford algorithm for solving possibly inconsistent optimization problems,
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 d1af1847-d264-4ecb-b59f-461b404f105a · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Infeasibility detection in alternating direction method of multipliers for convex quadratic programs,
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 38476989-5207-4d52-9083-c9d5b7edbc04 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes A New Use of Douglas-Rachford Splitting and ADMM for Identifying Infeasible, Unbounded, and Pathological Conic Programs
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 c19741f1-0603-4eff-8ff8-a0f75088959b · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Infeasibility detection in the alternating direction method of multipliers for convex optimization,
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 2d88bf23-f813-4fe2-943b-38f62e751c1b · outbound
Operator Splitting for Convex Constrained Markov Decision Processes 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 1b6545ba-014c-4585-a7dd-adf545063e20 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators,
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 c69d66ec-44ed-4ae4-aa7c-882db7784a41 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes On the convergence of the coordinate descent method for convex differentiable minimization,
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 b49bbd16-32d3-4d0c-a4da-e95a873a9931 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Nocedal and S
Reference 49
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 9e4d7071-9aac-4c60-99b2-5ec01d98fb67 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Operator-splitting methods for monotone affine variational inequalities, with a parallel application to optimal control,
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 a1b6c6ae-34c2-4999-90b9-0e8a26dfd4b6 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Parallel alternating direction multiplier decomposition of convex programs,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dbb4e01-7ed9-4674-8b68-5ef2c559d5f2 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Natural Actor- Critic Algorithms,
Reference 52
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 c93d3625-2ce4-4e7d-a5b2-e990d6dbc021 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Pytorch: An imperative style, high-performance deep learning library,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88f42b45-ae06-4a60-8f92-525e4980a090 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes PID accelerated value iteration algorithm,
Reference 54
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 e5599083-65e5-438d-9d0e-c179ab9b09e5 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Scalable first-order methods for robust MDPs,
Reference 55
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 39b06f7f-f487-4906-9d07-fdd4f6b374f1 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Integrating a partial model into model free reinforcement learning.,
Reference 56
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 63fdc30f-6f3c-4af2-a99d-59108ef8521e · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Gurobi Optimizer Reference Manual,
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 259e0a59-fbdb-4c88-a3c2-6483e6ec897c · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Safe policies for reinforcement learning via primal-dual methods,
Reference 58
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 2729d892-f1e5-4e18-b5ff-3355062fa1bd · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Conic optimization via operator splitting and homogeneous self-dual embedding,
Reference 59
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 d61bd2c1-8f1d-44a1-b1e3-8e9084a80edd · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Reward Constrained Policy Optimization
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 992f0858-c3e3-459b-ab05-cc8006d66e68 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Markov decision processes,
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32b6a08f-3524-4360-8b11-de9e3173d032 · outbound
Operator Splitting for Convex Constrained Markov Decision Processes Unresolved cited work
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c91b5c64-12f6-42f0-b676-61bc626b43da · inbound
Joint Chance Constrained Safe-Optimal Control Operator Splitting for Convex Constrained Markov Decision Processes
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.