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Collections including paper arxiv:2501.04227

Collection of resources related to Agents.

Communicative Agents for Software Development

Paper • 2307.07924 • Published Jul 16, 2023 • 4
Self-Refine: Iterative Refinement with Self-Feedback

Paper • 2303.17651 • Published Mar 30, 2023 • 2
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 38
ReAct: Synergizing Reasoning and Acting in Language Models

Paper • 2210.03629 • Published Oct 6, 2022 • 16

Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback

Paper • 2501.10799 • Published 17 days ago • 14
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published 27 days ago • 252
Agent Laboratory: Using LLM Agents as Research Assistants

Paper • 2501.04227 • Published 27 days ago • 84

Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback

Paper • 2501.03916 • Published 28 days ago • 14
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though

Paper • 2501.04682 • Published 27 days ago • 90
Agent Laboratory: Using LLM Agents as Research Assistants

Paper • 2501.04227 • Published 27 days ago • 84
Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published 26 days ago • 87

Structured Agent Operations

Agents for self-driving laboratories applied to quantum computing

Paper • 2412.07978 • Published Dec 10, 2024 • 1
Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges

Paper • 2412.11427 • Published Dec 16, 2024 • 1
AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions

Paper • 2411.18015 • Published Nov 27, 2024 • 1
LLM4SR: A Survey on Large Language Models for Scientific Research

Paper • 2501.04306 • Published 27 days ago • 33

Agent Laboratory: Using LLM Agents as Research Assistants

Paper • 2501.04227 • Published 27 days ago • 84
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection

Paper • 2501.04575 • Published 27 days ago • 23

Papers exploring autonomous AI systems and frameworks for building intelligent agents that can perceive environment, plan actions and use tools.

Agent Laboratory: Using LLM Agents as Research Assistants

Paper • 2501.04227 • Published 27 days ago • 84
Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains

Paper • 2501.05707 • Published 25 days ago • 19
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

Paper • 2501.11425 • Published 15 days ago • 89

Agent Laboratory: Using LLM Agents as Research Assistants

Paper • 2501.04227 • Published 27 days ago • 84
UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Paper • 2501.12326 • Published 14 days ago • 48
SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

Paper • 2501.13200 • Published 13 days ago • 61

Agent Laboratory: Using LLM Agents as Research Assistants

Paper • 2501.04227 • Published 27 days ago • 84
Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published 26 days ago • 87
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

Paper • 2501.11425 • Published 15 days ago • 89
Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Paper • 2501.10893 • Published 16 days ago • 23

Agent Laboratory: Using LLM Agents as Research Assistants

Paper • 2501.04227 • Published 27 days ago • 84

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though

Paper • 2501.04682 • Published 27 days ago • 90
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published 27 days ago • 252
Agent Laboratory: Using LLM Agents as Research Assistants

Paper • 2501.04227 • Published 27 days ago • 84

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