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Collections including paper arxiv:2410.13232

a collection of algorithmic agents for user interfaces/interactions and program synthesis

Learning Language Games through Interaction

Paper • 1606.02447 • Published Jun 8, 2016
Naturalizing a Programming Language via Interactive Learning

Paper • 1704.06956 • Published Apr 23, 2017
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Paper • 1802.08802 • Published Feb 24, 2018
Mapping Natural Language Commands to Web Elements

Paper • 1808.09132 • Published Aug 28, 2018

Papers related to web agents, screen agents, autonomous agents that can mimic human users in computer and/or web use

ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7 • 39
WebArena: A Realistic Web Environment for Building Autonomous Agents

Paper • 2307.13854 • Published Jul 25, 2023 • 23
Mind2Web: Towards a Generalist Agent for the Web

Paper • 2306.06070 • Published Jun 9, 2023 • 19
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation

Paper • 2410.13232 • Published Oct 17 • 40

MobA: A Two-Level Agent System for Efficient Mobile Task Automation

Paper • 2410.13757 • Published Oct 17 • 31
Agent S: An Open Agentic Framework that Uses Computers Like a Human

Paper • 2410.08164 • Published Oct 10 • 24
WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration

Paper • 2408.15978 • Published Aug 28
Turn Every Application into an Agent: Towards Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents

Paper • 2409.17140 • Published Sep 25

Interesting Papers

These papers are interesting (to me)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models

Paper • 2410.02740 • Published Oct 3 • 52
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2 • 30
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25 • 104
EuroLLM: Multilingual Language Models for Europe

Paper • 2409.16235 • Published Sep 24 • 25

Web Agents with World Models

DLI-Lab/world_model_for_wa_acctree_formatted

Viewer • Updated Aug 30 • 13.5k • 31
DLI-Lab/world_model_for_wa_qa_formatted

Viewer • Updated Sep 4 • 14.7k • 63
DLI-Lab/world_model_for_wa_desc_formatted

Viewer • Updated Aug 30 • 13.5k • 33
DLI-Lab/world_model_for_wa_acctree_dataset_14K

Viewer • Updated Sep 5 • 14.7k • 35 • 1

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

Paper • 2402.15506 • Published Feb 23 • 14
AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent

Paper • 2404.03648 • Published Apr 4 • 24
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Paper • 2405.19893 • Published May 30 • 29
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable

Paper • 2405.19888 • Published May 30 • 6

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