More Agents Is All You Need
Paper
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2402.05120
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Published
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51
Agents
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OS-Copilot: Towards Generalist Computer Agents with Self-Improvement
Paper • 2402.07456 • Published • 41 -
Generative Agents: Interactive Simulacra of Human Behavior
Paper • 2304.03442 • Published • 11 -
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Paper • 2310.04406 • Published • 8 -
AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation
Paper • 2312.13010 • Published • 4 -
GAIA: a benchmark for General AI Assistants
Paper • 2311.12983 • Published • 185 -
LLM Agent Operating System
Paper • 2403.16971 • Published • 65 -
Octopus v2: On-device language model for super agent
Paper • 2404.01744 • Published • 57 -
AutoCrawler: A Progressive Understanding Web Agent for Web Crawler Generation
Paper • 2404.12753 • Published • 41 -
Scaling Instructable Agents Across Many Simulated Worlds
Paper • 2404.10179 • Published • 27 -
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Paper • 2404.07972 • Published • 46 -
WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents
Paper • 2404.05902 • Published • 20 -
Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs
Paper • 2404.05719 • Published • 81 -
AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent
Paper • 2404.03648 • Published • 24 -
Voyager: An Open-Ended Embodied Agent with Large Language Models
Paper • 2305.16291 • Published • 9 -
LASER: LLM Agent with State-Space Exploration for Web Navigation
Paper • 2309.08172 • Published • 11 -
The Rise and Potential of Large Language Model Based Agents: A Survey
Paper • 2309.07864 • Published • 7 -
Reflexion: Language Agents with Verbal Reinforcement Learning
Paper • 2303.11366 • Published • 4 -
LEGENT: Open Platform for Embodied Agents
Paper • 2404.18243 • Published • 21 -
Diffusion for World Modeling: Visual Details Matter in Atari
Paper • 2405.12399 • Published • 27 -
OpenVLA: An Open-Source Vision-Language-Action Model
Paper • 2406.09246 • Published • 36 -
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
Paper • 2305.17390 • Published • 2 -
MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains
Paper • 2407.18961 • Published • 39 -
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents
Paper • 2407.18901 • Published • 32 -
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Paper • 2407.21787 • Published • 3 -
OmniParser for Pure Vision Based GUI Agent
Paper • 2408.00203 • Published • 24 -
WebArena: A Realistic Web Environment for Building Autonomous Agents
Paper • 2307.13854 • Published • 23 -
Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning
Paper • 2407.20798 • Published • 23 -
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
Paper • 2408.00764 • Published • 1 -
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
Paper • 2408.07060 • Published • 40 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 116 -
SWE-bench-java: A GitHub Issue Resolving Benchmark for Java
Paper • 2408.14354 • Published • 40 -
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments
Paper • 2405.07960 • Published • 1 -
On the limits of agency in agent-based models
Paper • 2409.10568 • Published • 12 -
DSBench: How Far Are Data Science Agents to Becoming Data Science Experts?
Paper • 2409.07703 • Published • 66 -
HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale
Paper • 2409.16299 • Published • 10 -
The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use
Paper • 2411.10323 • Published • 31 -
Generative World Explorer
Paper • 2411.11844 • Published • 68