Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T18:54:19.227490Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2501.10938.
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 2026-08-10T18:54:19.227490Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1b36eabe-b713-473a-b152-9f742ef26701 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning A reinforcement learning method for human-robot collaboration in assembly tasks,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 04fed452-9fe5-4dad-94f0-a0f2c4ca2c5e · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning IoT sensor selection for target localization: A reinforcement learning based approach,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f8d50044-7601-4622-aa79-c0bc0c864ca1 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Self- supervised online and light-weight anomaly and event detection for iot devices,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e1761ab0-e548-4a9a-a317-ffc6a7f8f1c5 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Mastering the game of go without human knowledge,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 713fb8e3-3f70-4bf2-b1b8-f6436955e3a9 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Dota 2 with Large Scale Deep Reinforcement Learning
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f40ba40-dca8-41b5-a0ac-01049c1bd02a · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Multi-agent deep reinforcement learning to manage connected autonomous vehicles at tomorrow’s inter- sections,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f1b34a7-47c5-42e7-9aaa-47c1c1496ed4 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Target lo- calization using multi-agent deep reinforcement learning with proximal policy optimization,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9929436-c00a-4b71-9e0e-eebf61745336 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Fault- tolerant federated reinforcement learning with theoretical guarantee,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bee9843b-de19-4629-bfa3-14220e450d86 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Resource allocation in iot edge computing via concurrent federated reinforcement learning,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1c3d613e-ffa2-4084-b849-03d26e0fd8bb · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Federated reinforcement learn- ing for fast personalization,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5f636dd2-1368-46e4-8a63-a2302e8f6942 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Deep reinforcement learning for multiagent systems: A review of challenges, solutions, and applications,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9f09f157-6264-44c4-b2c0-d4272e4a8f12 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Learning to utilize shaping rewards: A new approach of reward shaping,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation abcf40a3-55e0-45a8-ae1d-8d96b4a48e39 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Graph convolutional recurrent networks for reward shaping in reinforcement learning,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0dacecef-2c40-46aa-9e6f-94008007921d · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Reward Shaping Using Convolutional Neural Network
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 87332c17-9d06-4394-ac23-fdb50d036692 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Federated learning for internet of things: A comprehensive survey,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6cee09f1-8dd1-4a7b-afc3-80657def30f2 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Knowledge distillation: A survey,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e3eef1e-6bd8-49b4-add6-b890f1b7c7b4 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Federated Reinforcement Learning: Techniques, Applications, and Open Challenges
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e819415-e1df-4440-ac19-07042cd00a5d · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Overcoming exploration in reinforcement learning with demonstrations,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 49ffafec-7dd3-4c35-9776-5e0d80eaf403 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Leveraging Demonstrations for Deep Reinforcement Learning on Robotics Problems with Sparse Rewards
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75b54225-ec3d-46e0-9e0f-5d7eeafecbf6 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Federated learning meets blockchain in edge computing: Opportunities and challenges,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64cc76fc-eb81-4d71-9092-47e6931f6960 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning A context-aware blockchain-based crowdsourcing framework: Open challenges and op- portunities,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 89093bfd-5ab0-4232-b90a-2bb2cdfb7240 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Federated multiagent actor– critic learning for age sensitive mobile-edge computing,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 721ced6c-738d-40fd-a907-d40473d8754c · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning In-edge ai: Intelligentizing mobile edge computing, caching and communication by federated learning,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84603e51-9e1d-451a-883e-0051d11be0f0 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning When deep rein- forcement learning meets federated learning: Intelligent multitimescale resource management for multiaccess edge computing in 5g ultradense network,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 333c33f0-e8be-4544-a456-6170a51ef34f · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Lifelong federated reinforcement learn- ing: a learning architecture for navigation in cloud robotic systems,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01bae6c8-747f-4b10-a295-7b787fe6a43a · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Federated transfer reinforcement learning for autonomous driving,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5f9261eb-37b4-4adc-8709-4997df232c40 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Double Q-learning for radiation source detection,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a57a4cdc-d343-48e2-98e7-ce220606d3e4 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Multi- agent deep reinforcement learning with demonstration cloning for target localization,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 106687d1-a1a6-48e3-b236-76bf925afb16 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Emergent tool use from multi-agent autocurricula,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ad1434d7-786b-4588-bd38-cc1b79844032 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Principled reward shaping for rein- forcement learning via lyapunov stability theory,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9f12947d-118e-4b60-8314-400a3dccea29 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Primal: Pathfinding via reinforcement and imitation multi- agent learning,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 17214677-742f-45fb-a36b-97c2d5d9b664 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Primal 2: Pathfind- ing via reinforcement and imitation multi-agent learning-lifelong,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bf3725d7-bf9a-4a3a-8ed2-a6e2c2a03077 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Multi-agent deep reinforcement learning: a survey,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8fb34b76-d77f-4721-89c3-69fa944ab3c7 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Proximal Policy Optimization Algorithms
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6afa10c5-0bca-47bc-abc2-05b9aa6e7d47 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning High- dimensional continuous control using generalized advantage estimation,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 203277c9-6b80-4c61-8689-633d8481f284 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Roulette-wheel selection via stochastic acceptance,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a0e0f091-cc78-46fa-95dc-93724b49187d · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Influence-and interest- based worker recruitment in crowdsourcing using online social net- works,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7ef7c5fe-5936-4faa-9999-a6c98522c20c · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning On- chain behavior prediction machine learning model for blockchain-based 14 crowdsourcing,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 25a3a1ec-5c9b-4d84-ace9-077da33274b5 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning IPFS - Content Addressed, Versioned, P2P File System
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3dac2287-c7b9-48ba-b0a5-2ae5018f6a58 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning An optimization and auction-based incentive mechanism to maximize social welfare for mobile crowdsourcing,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation dcf82a82-0968-4408-89b4-951a9d354ad9 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning A worker-selection incentive mechanism for optimizing platform-centric mobile crowdsourcing sys- tems,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8d1aadb1-45c7-4140-85cb-98bc59c70dff · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Auction fever: Rising revenue in second-price auction formats,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation baf3eb19-fa66-4c0e-b766-c0477e1e65e4 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Path planning and scheduling for a fleet of autonomous vehicles,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d36e07c8-173e-4559-b7e0-245ae5563799 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Autonomous vehicle fleet coordination with deep reinforce- ment learning,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e7411301-cd24-4f55-8dff-89f4059d99f7 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Multi-agent reinforcement learning with di- rected exploration and selective memory reuse,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 54bc74fb-09dc-4983-ba4b-b025b353f818 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Data-driven dynamic active node selection for event localization in IoT applications-a case study of radiation localization,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6169b1ea-8a36-41dc-bac5-1a1d70eb9666 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Reinforcement learn- ing framework for uav-based target localization applications,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 154a7028-4964-4d4e-b027-b3e51978723b · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning A predictive target tracking framework for iot using cnn–lstm,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fe7d37f9-527a-4b16-acfc-20f125bc31ff · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning RFLS-resilient fault- proof localization system in IoT and crowd-based sensing applications,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f3954c10-3e49-4e6a-86bb-7c335cbbfb93 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning SDRS: A stable data-based recruitment system in IoT crowdsensing for localiza- tion tasks,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fafdc694-aa35-45ce-b5d1-81f1ed07bd5e · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning A uav- assisted search and localization strategy in non-line-of-sight scenarios,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e3f0d804-a321-4884-a6b0-94382ca5ef84 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning A matching game-based crowdsourcing framework for last-mile delivery: Ground-vehicles and unmanned-aerial vehicles,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e665bd22-862b-4479-9081-3a6e27cc0ed0 · outbound
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning Lenet-5, convolutional neural networks,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
No inbound Pith citation observations are available.