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Collections including paper arxiv:2409.07429

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

End-to-End Goal-Driven Web Navigation

Paper • 1602.02261 • Published Feb 6, 2016
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 • 2

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

Paper • 2501.11425 • Published Jan 20, 2025 • 109
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22, 2025 • 162

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 72
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 37

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32
MVLLaVA: An Intelligent Agent for Unified and Flexible Novel View Synthesis

Paper • 2409.07129 • Published Sep 11, 2024 • 8
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance

Paper • 2409.04593 • Published Sep 6, 2024 • 26
Imagine yourself: Tuning-Free Personalized Image Generation

Paper • 2409.13346 • Published Sep 20, 2024 • 69

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 204
Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Paper • 2508.03680 • Published Aug 5, 2025 • 140
Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32

How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System?

Paper • 2412.18495 • Published Dec 24, 2024 • 9
Ultra-Sparse Memory Network

Paper • 2411.12364 • Published Nov 19, 2024 • 23
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries

Paper • 2402.13043 • Published Feb 20, 2024 • 2
Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32

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, 2024 • 44
WebArena: A Realistic Web Environment for Building Autonomous Agents

Paper • 2307.13854 • Published Jul 25, 2023 • 27
Mind2Web: Towards a Generalist Agent for the Web

Paper • 2306.06070 • Published Jun 9, 2023 • 21
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation

Paper • 2410.13232 • Published Oct 17, 2024 • 44

System with Inference Method

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32

Automated Design of Agentic Systems

Paper • 2408.08435 • Published Aug 15, 2024 • 40
Self-Refine: Iterative Refinement with Self-Feedback

Paper • 2303.17651 • Published Mar 30, 2023 • 2
Automating Thought of Search: A Journey Towards Soundness and Completeness

Paper • 2408.11326 • Published Aug 21, 2024 • 3
Building Math Agents with Multi-Turn Iterative Preference Learning

Paper • 2409.02392 • Published Sep 4, 2024 • 16

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

End-to-End Goal-Driven Web Navigation

Paper • 1602.02261 • Published Feb 6, 2016
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 • 2

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 204
Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Paper • 2508.03680 • Published Aug 5, 2025 • 140
Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

Paper • 2501.11425 • Published Jan 20, 2025 • 109
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22, 2025 • 162

How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System?

Paper • 2412.18495 • Published Dec 24, 2024 • 9
Ultra-Sparse Memory Network

Paper • 2411.12364 • Published Nov 19, 2024 • 23
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries

Paper • 2402.13043 • Published Feb 20, 2024 • 2
Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 72
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 37

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, 2024 • 44
WebArena: A Realistic Web Environment for Building Autonomous Agents

Paper • 2307.13854 • Published Jul 25, 2023 • 27
Mind2Web: Towards a Generalist Agent for the Web

Paper • 2306.06070 • Published Jun 9, 2023 • 21
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation

Paper • 2410.13232 • Published Oct 17, 2024 • 44

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32

System with Inference Method

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32
MVLLaVA: An Intelligent Agent for Unified and Flexible Novel View Synthesis

Paper • 2409.07129 • Published Sep 11, 2024 • 8
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance

Paper • 2409.04593 • Published Sep 6, 2024 • 26
Imagine yourself: Tuning-Free Personalized Image Generation

Paper • 2409.13346 • Published Sep 20, 2024 • 69

Automated Design of Agentic Systems

Paper • 2408.08435 • Published Aug 15, 2024 • 40
Self-Refine: Iterative Refinement with Self-Feedback

Paper • 2303.17651 • Published Mar 30, 2023 • 2
Automating Thought of Search: A Journey Towards Soundness and Completeness

Paper • 2408.11326 • Published Aug 21, 2024 • 3
Building Math Agents with Multi-Turn Iterative Preference Learning

Paper • 2409.02392 • Published Sep 4, 2024 • 16

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