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.
• 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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