Paper Citation Record · LEDGER

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback

As of 9 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 4 inbound Pith citation observations for arXiv:2506.04287.

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

pith.paper-citation-record.v1
2506.04287 v2

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:03:30.907605Z

measured 60 of 60 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T18:37:55.374135Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:39:50.584868Z

Reference resolution

56 of 56 outbound references displayed

verified exact0
verified fuzzy21
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0ab9985b-b96a-4df7-9e36-d89cac920609 · outbound

This paper cites Variational Option Discovery Algorithms.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Variational Option Discovery Algorithms

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:25.822971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ac41ca7-a31c-4ac2-885e-2f056241fcbe · outbound

This paper cites FireAct: Toward Language Agent Fine-tuning.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback FireAct: Toward Language Agent Fine-tuning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:25.898272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e17bb1d-f86c-4a73-ba9a-116714fb9ae1 · outbound

This paper cites Mind2web: Towards a generalist agent for the web.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Mind2web: Towards a generalist agent for the web

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:35.056483Z

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 6a38fe2d-1f29-4a32-828a-4b9469d7eae5 · outbound

This paper cites Emergent complexity and zero-shot transfer via unsupervised environment design.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Emergent complexity and zero-shot transfer via unsupervised environment design

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:34.896987Z

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 18c5c05c-2996-4ed9-8338-803627b57746 · outbound

This paper cites Guiding pretraining in reinforcement learning with large language models.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Guiding pretraining in reinforcement learning with large language models

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:34.718439Z

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 0b8943a3-2a20-48fb-b35c-63242f273e51 · outbound

This paper cites Diversity is All You Need: Learning Skills without a Reward Function.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Diversity is All You Need: Learning Skills without a Reward Function

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:26.274166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6583d0c-6308-46fd-9fb3-6eeb0cda2849 · outbound

This paper cites OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:26.369118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42f0b07b-99a7-4878-840c-4c883bf3c048 · outbound

This paper cites Automatic goal generation for reinforcement learning agents.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Automatic goal generation for reinforcement learning agents

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:34.513776Z

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 c2e78acc-a2dc-4968-a635-029dd4acd4aa · outbound

This paper cites The Llama 3 Herd of Models.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback The Llama 3 Herd of Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:26.535427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea233952-099f-4a2e-b0b9-190f77d862e9 · outbound

This paper cites Benchmarking the spectrum of agent capabilities.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Benchmarking the spectrum of agent capabilities

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:34.272353Z

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 4f578e32-4a3f-40cb-b6de-fbc3bf95af79 · outbound

This paper cites WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:26.700075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66d50625-b891-4aed-ace9-db0823aae1c2 · outbound

This paper cites OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:26.768525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a82b0163-68eb-4292-87b9-5136b0fe8989 · outbound

This paper cites PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:26.888965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67839074-5a44-45b2-a04e-f08c049c142c · outbound

This paper cites Language models as zero-shot planners: Extracting actionable knowledge for embodied agents.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Language models as zero-shot planners: Extracting actionable knowledge for embodied agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:26.976890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b905b5b-0efa-48ac-88aa-190aec4450e2 · outbound

This paper cites GPT-4o System Card.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback GPT-4o System Card

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:27.078439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c6c7823-92cd-41e4-a006-516e73cff31b · outbound

This paper cites Illuminating Generalization in Deep Reinforcement Learning through Procedural Level Generation.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Illuminating Generalization in Deep Reinforcement Learning through Procedural Level Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:27.155990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 337970c5-63e6-4fb6-89ed-9a2f5323c6db · outbound

This paper cites DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:27.229732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ceb284d-727c-4bb7-b356-c074b76ae856 · outbound

This paper cites Tree search for language model agents.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Tree search for language model agents

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:27.308410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79a56932-f8fc-4c29-8c8f-c2dd52e78ab1 · outbound

This paper cites Autowebglm: A large language model- based web navigating agent.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Autowebglm: A large language model- based web navigating agent

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:34.068000Z

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 ecec396b-6a7e-4d14-850f-c1ebb1a1f658 · outbound

This paper cites Unsupervised reinforcement learning with contrastive intrinsic control.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Unsupervised reinforcement learning with contrastive intrinsic control

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:33.906592Z

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 a9aab2d3-e448-45a5-866e-ada7183d5c40 · outbound

This paper cites Benchmarking Mobile Device Control Agents across Diverse Configurations.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Benchmarking Mobile Device Control Agents across Diverse Configurations

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:27.589628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8522c990-18b0-4077-a5cb-feac09909bac · outbound

This paper cites Competitive Experience Replay.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Competitive Experience Replay

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:27.665012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0c742d5-f210-472c-baa9-ba357b71a29d · outbound

This paper cites Weblinx: Real-world website navigation with multi-turn dialogue.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Weblinx: Real-world website navigation with multi-turn dialogue

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:27.742181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05674ba6-ef51-4d28-a03c-bbc3aa619128 · outbound

This paper cites NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:27.809974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e799eca2-72cd-497e-8185-e216d779606e · outbound

This paper cites Bagel: Bootstrapping agents by guiding exploration with language.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Bagel: Bootstrapping agents by guiding exploration with language

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:33.732780Z

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 488e211f-d605-477c-a681-2f58508d4a4b · outbound

This paper cites LiFT: Unsupervised Reinforcement Learning with Foundation Models as Teachers.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback LiFT: Unsupervised Reinforcement Learning with Foundation Models as Teachers

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:27.944964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634f9460-6bfc-403f-8bfb-fe6e1991ade3 · outbound

This paper cites Asymmetric self-play for automatic goal discovery in robotic manipulation.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Asymmetric self-play for automatic goal discovery in robotic manipulation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:28.037262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c36a30e3-5bda-43a7-b93a-6d06b1404b6e · outbound

This paper cites Balrog: Bench- marking agentic llm and vlm reasoning on games.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Balrog: Bench- marking agentic llm and vlm reasoning on games

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:33.576120Z

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 ebb98b00-a759-4575-8cd2-94a9444b4612 · outbound

This paper cites Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:28.263675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c74bece-053e-48a5-a5d5-fb27551fcbab · outbound

This paper cites Lipschitz- constrained unsupervised skill discovery.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Lipschitz- constrained unsupervised skill discovery

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:33.394607Z

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 704a9429-999e-460c-8b6e-f3e02914ac6d · outbound

This paper cites Accelerating reinforcement learning with learned skill priors.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Accelerating reinforcement learning with learned skill priors

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:33.216401Z

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 017bcc25-aebd-4488-a748-ab051c631b87 · outbound

This paper cites Skew-Fit: State-Covering Self-Supervised Reinforcement Learning.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Skew-Fit: State-Covering Self-Supervised Reinforcement Learning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:28.595829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5baef8c-f312-41be-855f-8bc431a1338f · outbound

This paper cites Androidworld: A dynamic benchmarking environment for autonomous agents.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Androidworld: A dynamic benchmarking environment for autonomous agents

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:33.020514Z

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 4eeba095-8a8a-41d2-9c4b-4e30f98584c3 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 2023.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 2023

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:32.863729Z

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 86ac7cf5-2243-411a-8a22-63e118e12f77 · outbound

This paper cites Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:28.855289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78bac3d6-a90f-4b47-a82c-e9a1c09a807b · outbound

This paper cites Between mdps and semi-mdps: A framework for temporal abstraction in reinforcement learning.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Between mdps and semi-mdps: A framework for temporal abstraction in reinforcement learning

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:32.758345Z

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 abd0e088-0109-4ed7-82e1-872d4053e928 · outbound

This paper cites Open-Ended Learning Leads to Generally Capable Agents.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Open-Ended Learning Leads to Generally Capable Agents

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:29.057904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b40594-2c33-493c-a6a8-b17576a88022 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:29.122001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 322b08e6-0357-46b8-a7a1-4d2a4cac3a6a · outbound

This paper cites Paired Open-Ended Trailblazer (POET): Endlessly Generating Increasingly Complex and Diverse Learning Environments and Their Solutions.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Paired Open-Ended Trailblazer (POET): Endlessly Generating Increasingly Complex and Diverse Learning Environments and Their Solutions

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:29.229207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9db23e1b-adfa-4b28-a065-d4a68766d11d · outbound

This paper cites Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:29.338089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4062c452-38b2-4f84-85d2-4f95a5eb7cbf · outbound

This paper cites Qwen2.5 Technical Report.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Qwen2.5 Technical Report

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:29.407074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072215cf-aab4-4c81-a214-27e70e67ab8f · outbound

This paper cites Webshop: Towards scalable real-world web interaction with grounded language agents.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Webshop: Towards scalable real-world web interaction with grounded language agents

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:32.580264Z

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 ddf49a7f-7c9d-4cea-bcc5-3efc2af5cef5 · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback React: Synergizing reasoning and acting in language models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:29.626585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32b89ad3-01d7-4694-a7af-8cc8b92086b1 · outbound

This paper cites Skill Reinforcement Learning and Planning for Open-World Long-Horizon Tasks.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Skill Reinforcement Learning and Planning for Open-World Long-Horizon Tasks

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:29.691987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5945f212-43e6-4604-aa8f-faf09b6d96d3 · outbound

This paper cites AgentTuning: Enabling Generalized Agent Abilities for LLMs.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback AgentTuning: Enabling Generalized Agent Abilities for LLMs

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:29.806310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a23aa97-d5ea-426a-8e65-38556fbb4eef · outbound

This paper cites OMNI: Open-endedness via Models of human Notions of Interestingness.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback OMNI: Open-endedness via Models of human Notions of Interestingness

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:29.887117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69085d9d-f981-42b0-af6e-6b402b3c108c · outbound

This paper cites Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:29.961117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b0e4d92-bf31-42da-9d46-796bfc215f4a · outbound

This paper cites SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:30.102392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cededf8a-dc85-4318-8a83-feb4550efcb3 · outbound

This paper cites Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:32.352897Z

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 ea5536c0-bbce-4aa7-a322-e979271ac04c · outbound

This paper cites Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agents.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agents

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:30.304449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 630fbc79-01bf-4030-8d21-19eaea262789 · outbound

This paper cites ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:30.382349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c742e5b0-bc06-45f7-b46a-4acf2b8aabc2 · outbound

This paper cites HTML Element.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback HTML Element

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:31.932407Z

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 5675d98a-ce4b-4aa2-aaee-7759dd8e7b27 · outbound

This paper cites [button] Search [button_].

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback [button] Search [button_]

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:32.151987Z

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 a0e1dcac-a190-44b0-be27-729e07bef74e · outbound

This paper cites HTML Element.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback HTML Element

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:31.719594Z

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 79512170-f70f-40e2-84ed-d87277b7ec76 · outbound

This paper cites Refrain from B during your exploration.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Refrain from B during your exploration

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:31.511373Z

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 ec6dd4e3-552d-4b7c-8235-5a64da8524af · outbound

This paper cites last action.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback last action

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:03:31.369594Z

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

Observation a9521675-1338-44e1-9fd1-7a1fcd88acd6 · inbound

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning cites this paper.

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback

Reference 153

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:15:49.668477Z

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 fbe65fd5-d18a-4dea-ab9b-1b4ff2b7432e · inbound

SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History cites this paper.

SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T22:47:26.254675Z

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 f519e037-47cb-4232-93ec-7bcf3a0b64f0 · inbound

Co-Evolving Skill Generation and Policy Optimization cites this paper.

Co-Evolving Skill Generation and Policy Optimization Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:57:25.856666Z

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 de972c30-1bde-40f2-b7e7-1512d1d73fd9 · inbound

SKILL-DISCO: Distilling and Compiling Agent Traces into Reusable Procedural Skills cites this paper.

SKILL-DISCO: Distilling and Compiling Agent Traces into Reusable Procedural Skills Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:39:50.586534Z

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.