Paper Citation Record · LEDGER

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform

As of 9 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2505.20751.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.20751 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:50:47.386819Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy26
unresolved1
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 183910fe-4196-4862-8135-e3094c97875f · outbound

This paper cites An integrated flow cytometry-based platform for isolation and molecular characterization of circulating tumor single cells and clusters,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform An integrated flow cytometry-based platform for isolation and molecular characterization of circulating tumor single cells and clusters,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:51.588671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d8141b46-1ed0-4856-b1cb-ca37f0bb4c48 · outbound

This paper cites A revolution in optical manipulation,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform A revolution in optical manipulation,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:51.431235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0989fc4e-d810-431a-b7ae-0aa1398ea796 · outbound

This paper cites Enhanced cell sorting and manipulation with combined optical tweezer and microfluidic chip technologies,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Enhanced cell sorting and manipulation with combined optical tweezer and microfluidic chip technologies,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:51.270697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cbb1fde2-bc1d-4590-902f-74f9b9ec0603 · outbound

This paper cites Cell sorting with combined optical tweezers and microfluidic chip technologies,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Cell sorting with combined optical tweezers and microfluidic chip technologies,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:51.108502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e6582772-5d89-4c04-988c-70d3f1bbd3e5 · outbound

This paper cites Versatile, facile and low-cost single-cell isolation, culture and sequencing by optical tweezer-assisted pool-screening,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Versatile, facile and low-cost single-cell isolation, culture and sequencing by optical tweezer-assisted pool-screening,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:50.926933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7fd4248b-153c-4c5c-8344-eec23cfd935b · outbound

This paper cites Optical tweezers: Phototoxicity and thermal stress in cells and biomolecules,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Optical tweezers: Phototoxicity and thermal stress in cells and biomolecules,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:50.768015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c3ca0fcc-4883-44f0-b54b-0ed05c0d5f2a · outbound

This paper cites Indirect optical trapping using light driven micro-rotors for reconfigurable hydrodynamic manipulation,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Indirect optical trapping using light driven micro-rotors for reconfigurable hydrodynamic manipulation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:50.598204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d167ac71-fec1-4487-99aa-77c88779a303 · outbound

This paper cites Manipulation of biological cells using a robot-aided optical tweezers system,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Manipulation of biological cells using a robot-aided optical tweezers system,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:50.432738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be1f53d8-817d-4796-9c7b-8abd6a3910c6 · outbound

This paper cites A review on microrobots driven by optical and magnetic fields,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform A review on microrobots driven by optical and magnetic fields,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:50.281260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4c67e351-d8f5-451c-9b96-94fe4bc6c915 · outbound

This paper cites Automated manipulation of biological cells using gripper formations controlled by optical tweezers,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Automated manipulation of biological cells using gripper formations controlled by optical tweezers,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:50.101903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be81ee80-5765-4b14-a12e-a6f99ce55d32 · outbound

This paper cites Stochastic control for orientation and transportation of microscopic objects using multiple optically driven robotic fingertips,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Stochastic control for orientation and transportation of microscopic objects using multiple optically driven robotic fingertips,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:49.898593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 46be5817-7f73-491e-bd34-1edb7bd2cb37 · outbound

This paper cites Indirect pushing based automated micromanipulation of bi- ological cells using optical tweezers,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Indirect pushing based automated micromanipulation of bi- ological cells using optical tweezers,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:49.751158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 504597a1-726c-43da-b900-1a35d0435db7 · outbound

This paper cites Distributed force control for microrobot manipulation via planar multi-spot optical tweezer,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Distributed force control for microrobot manipulation via planar multi-spot optical tweezer,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:50:45.844749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eb18e50-ad35-47c6-970d-d1086cb02a07 · outbound

This paper cites High- bandwidth 3d force feedback optical tweezers for interactive bio- manipulation,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform High- bandwidth 3d force feedback optical tweezers for interactive bio- manipulation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:49.572755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 17524a74-035b-4b8c-bad7-c7d961394b2d · outbound

This paper cites Improving optical micromanipulation with force-feedback bilateral coupling,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Improving optical micromanipulation with force-feedback bilateral coupling,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:49.391394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 238124ba-db52-4da7-821c-daeac65a293f · outbound

This paper cites Dual-arm visuo-haptic optical tweezers for bimanual cooperative micromanipulation of nonspherical objects,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Dual-arm visuo-haptic optical tweezers for bimanual cooperative micromanipulation of nonspherical objects,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:49.192089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2c289c96-87f8-4139-b311-db62e206c48b · outbound

This paper cites 2d high speed force feedback teleoperation of optical tweezers,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform 2d high speed force feedback teleoperation of optical tweezers,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:49.072192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 138a8ba0-79c8-4c67-b6ff-30e5ba1534ba · outbound

This paper cites Invited article: A review of haptic optical tweezers for an interactive microworld exploration,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Invited article: A review of haptic optical tweezers for an interactive microworld exploration,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:48.927599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a904adf7-1c8b-44d8-a0be-0b6f20205f30 · outbound

This paper cites Intuitive cell manipulation microscope system with haptic device for intracy- toplasmic sperm injection simplification,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Intuitive cell manipulation microscope system with haptic device for intracy- toplasmic sperm injection simplification,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:48.769952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76d3503e-a457-4e8b-9fb7-58d0ffc08b21 · outbound

This paper cites Collaborative teleoperation with haptic feedback for collision-free navigation of ground robots,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Collaborative teleoperation with haptic feedback for collision-free navigation of ground robots,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:48.652418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c3b03fff-8e24-4c41-a84f-026de9657688 · outbound

This paper cites Real-time teleoperation of magnetic force-driven microrobots with 3d haptic force feedback for micro-navigation and micro-transportation,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Real-time teleoperation of magnetic force-driven microrobots with 3d haptic force feedback for micro-navigation and micro-transportation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:48.539025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 228d489c-a8a3-4226-9af4-7b7a35a7e7a2 · outbound

This paper cites Playing optical tweezers with deep reinforcement learning: in virtual, physical and augmented environments,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Playing optical tweezers with deep reinforcement learning: in virtual, physical and augmented environments,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:48.405049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3b61e6bf-4b60-48ec-abfd-0bc312d0976e · outbound

This paper cites Machine learning-enhanced optical tweezers for defect-free rearrangement,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Machine learning-enhanced optical tweezers for defect-free rearrangement,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:48.258740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 48dfc5ee-9c55-4e95-8e47-a9a6e28baf60 · outbound

This paper cites Autonomous 3d positional control of a magnetic microrobot using reinforcement learning,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Autonomous 3d positional control of a magnetic microrobot using reinforcement learning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:48.062827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ba82ea4b-1f4a-4673-a067-e002b32c87cb · outbound

This paper cites Robotic assisted micromanipulation sys- tem using virtual fixtures and metaphors,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Robotic assisted micromanipulation sys- tem using virtual fixtures and metaphors,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:47.932560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b3cf9a4b-2b81-452c-bd5d-4afb08318874 · outbound

This paper cites Development of a human-robot- shared controlled teletweezing system,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Development of a human-robot- shared controlled teletweezing system,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:47.801581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f1aa63a9-a04d-44e5-97d5-cc447d6ea73e · outbound

This paper cites Human–machine interaction control for stochastic cell manipulation systems,.

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform Human–machine interaction control for stochastic cell manipulation systems,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:50:47.623103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.