Definition
Web agents are AI agents whose primary action space is the web: browsing pages, filling forms, clicking through flows, scraping results. They sit at the intersection of capability and risk because the web is huge, untrusted, and full of prompt-injection-shaped objects.
Episodes covering this
Worth reading next
Papers we haven't done a deep dive on yet, but would recommend on this topic.
- WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
- WebArena: A Realistic Web Environment for Building Autonomous Agents
- STORM: Synthesis of Topic Outlines through Retrieval and Multi-perspective Question Asking
- OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
- DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning