JungleGym
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About
JungleGym is an open-source playground for testing and developing autonomous web agents. It provides datasets (Mind2Web, WebArena, AgentInstruct) and tools (TreeVoyager, an LLM-based DOM parser) to aid in agent development. Mind2Web offers ground truth for ~2k tasks across 137 websites. WebArena provides 6 sandboxed websites for testing. AgentInstruct contains ~1.8k agent trajectories for fine-tuning language models. TreeVoyager helps parse websites for web agents. The project aims to improve the benchmarking and development of autonomous web agents by providing resources that are currently lacking.
Platform
Features
• llm-based dom parser
• design agents
• test agents with ground-truth web trajectories
• download demonstration data
• testing and developing autonomous web agents
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