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Collections including paper arxiv:2409.07429

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

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
Learning to Navigate the Web

Paper • 1812.09195 • Published Dec 21, 2018
Interactive Task and Concept Learning from Natural Language Instructions and GUI Demonstrations

Paper • 1909.00031 • Published Aug 30, 2019

Papers I want to read

Papers in my to-read list

RLHF Workflow: From Reward Modeling to Online RLHF

Paper • 2405.07863 • Published May 13 • 67
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16 • 126
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24 • 53
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 85

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 • 38
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 24 days ago • 40

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11 • 27

System with Inference Method

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11 • 27

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11 • 27
MVLLaVA: An Intelligent Agent for Unified and Flexible Novel View Synthesis

Paper • 2409.07129 • Published Sep 11 • 6
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance

Paper • 2409.04593 • Published Sep 6 • 22
Imagine yourself: Tuning-Free Personalized Image Generation

Paper • 2409.13346 • Published Sep 20 • 67

Automated Design of Agentic Systems

Paper • 2408.08435 • Published Aug 15 • 38
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 • 1
Building Math Agents with Multi-Turn Iterative Preference Learning

Paper • 2409.02392 • Published Sep 4 • 14

Embodiment enables interaction of model with environment. Key is to anticipate what change could've come with its current action.

Scaling Cross-Embodied Learning: One Policy for Manipulation, Navigation, Locomotion and Aviation

Paper • 2408.11812 • Published Aug 21 • 4
WebArena: A Realistic Web Environment for Building Autonomous Agents

Paper • 2307.13854 • Published Jul 25, 2023 • 23
Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11 • 27
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Paper • 2409.08264 • Published Sep 12 • 43

Agentic-ly agentic

Automated Design of Agentic Systems

Paper • 2408.08435 • Published Aug 15 • 38
On the limits of agency in agent-based models

Paper • 2409.10568 • Published Sep 14 • 12
On the Diagram of Thought

Paper • 2409.10038 • Published Sep 16 • 11
DSBench: How Far Are Data Science Agents to Becoming Data Science Experts?

Paper • 2409.07703 • Published Sep 12 • 66

Exciting Papers

Our curated list of AI papers @Temus AI

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 8
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 99
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization

Paper • 2402.09320 • Published Feb 14 • 6
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6 • 109

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