AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning
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2402.15506
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14
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AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent
Paper • 2404.03648 • Published • 24 -
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts
Paper • 2405.19893 • Published • 30 -
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable
Paper • 2405.19888 • Published • 6 -
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
Paper • 2406.01014 • Published • 31 -
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
Paper • 2406.04151 • Published • 17 -
τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Paper • 2406.12045 • Published • 6 -
Agentless: Demystifying LLM-based Software Engineering Agents
Paper • 2407.01489 • Published • 42 -
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
Paper • 2407.07061 • Published • 27 -
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
Paper • 2407.10956 • Published • 6 -
Sibyl: Simple yet Effective Agent Framework for Complex Real-world Reasoning
Paper • 2407.10718 • Published • 17 -
POGEMA: A Benchmark Platform for Cooperative Multi-Agent Navigation
Paper • 2407.14931 • Published • 21 -
AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?
Paper • 2407.15711 • Published • 9 -
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis
Paper • 2407.13301 • Published • 56 -
OpenDevin: An Open Platform for AI Software Developers as Generalist Agents
Paper • 2407.16741 • Published • 68 -
LAMBDA: A Large Model Based Data Agent
Paper • 2407.17535 • Published • 35 -
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents
Paper • 2407.18901 • Published • 33 -
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
Paper • 2407.20183 • Published • 41 -
GPUDrive: Data-driven, multi-agent driving simulation at 1 million FPS
Paper • 2408.01584 • Published • 7 -
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
Paper • 2408.03615 • Published • 30 -
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
Paper • 2408.03910 • Published • 15 -
Automated Design of Agentic Systems
Paper • 2408.08435 • Published • 38 -
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance
Paper • 2409.04593 • Published • 23 -
Agent Workflow Memory
Paper • 2409.07429 • Published • 28 -
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories
Paper • 2409.07440 • Published • 6 -
HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale
Paper • 2409.16299 • Published • 10 -
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
Paper • 2409.16686 • Published • 10 -
Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise
Paper • 2410.03017 • Published • 26 -
Agent S: An Open Agentic Framework that Uses Computers Like a Human
Paper • 2410.08164 • Published • 24 -
MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models
Paper • 2410.11710 • Published • 19 -
Agent-as-a-Judge: Evaluate Agents with Agents
Paper • 2410.10934 • Published • 18 -
Revealing the Barriers of Language Agents in Planning
Paper • 2410.12409 • Published • 25 -
MobA: A Two-Level Agent System for Efficient Mobile Task Automation
Paper • 2410.13757 • Published • 32 -
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
Paper • 2410.13232 • Published • 41 -
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant
Paper • 2410.18603 • Published • 32 -
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
Paper • 2410.20424 • Published • 39 -
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization
Paper • 2410.19609 • Published • 17 -
Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use
Paper • 2410.24218 • Published • 5 -
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
Paper • 2410.23218 • Published • 46 -
Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation
Paper • 2411.00412 • Published • 9 -
AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents
Paper • 2410.24024 • Published • 48 -
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Paper • 2411.02337 • Published • 35 -
Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model
Paper • 2411.04496 • Published • 22 -
GazeGen: Gaze-Driven User Interaction for Visual Content Generation
Paper • 2411.04335 • Published • 14 -
The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use
Paper • 2411.10323 • Published • 31 -
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents
Paper • 2411.06559 • Published • 11 -
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games
Paper • 2411.13543 • Published • 18 -
SketchAgent: Language-Driven Sequential Sketch Generation
Paper • 2411.17673 • Published • 18 -
Interleaved Scene Graph for Interleaved Text-and-Image Generation Assessment
Paper • 2411.17188 • Published • 21 -
Large Language Model-Brained GUI Agents: A Survey
Paper • 2411.18279 • Published • 27 -
MALT: Improving Reasoning with Multi-Agent LLM Training
Paper • 2412.01928 • Published • 39 -
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Paper • 2412.04454 • Published • 54 -
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
Paper • 2412.06531 • Published • 71 -
The BrowserGym Ecosystem for Web Agent Research
Paper • 2412.05467 • Published • 19 -
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials
Paper • 2412.09605 • Published • 26 -
Large Action Models: From Inception to Implementation
Paper • 2412.10047 • Published • 31 -
Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models
Paper • 2412.09645 • Published • 35 -
Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agents
Paper • 2412.13194 • Published • 12 -
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Paper • 2412.14161 • Published • 47 -
GUI Agents: A Survey
Paper • 2412.13501 • Published • 23 -
PC Agent: While You Sleep, AI Works -- A Cognitive Journey into Digital World
Paper • 2412.17589 • Published • 12 -
Agent-SafetyBench: Evaluating the Safety of LLM Agents
Paper • 2412.14470 • Published • 11 -
Training Software Engineering Agents and Verifiers with SWE-Gym
Paper • 2412.21139 • Published • 16 -
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
Paper • 2412.19723 • Published • 63