zorazrw/agent-workflow-memory
A research framework that uses workflow memory to improve the generalization and performance of web navigation agents.
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Agent Workflow Memory (AWM) induces common sub-routine workflows from agent experiences and integrates them into agent memory. It operates in two modes: offline, where workflows are induced from ground-truth annotated examples, and online, where workflows are learned from past experiences on the fly without auxiliary data. The framework is evaluated on WebArena and Mind2Web benchmarks, demonstrating improved agent generalization in web navigation tasks.
Frequently asked
- What is zorazrw/agent-workflow-memory?
- A research framework that uses workflow memory to improve the generalization and performance of web navigation agents.
- Is agent-workflow-memory open source?
- Yes — zorazrw/agent-workflow-memory is open source, released under the Apache-2.0 license.
- What language is agent-workflow-memory written in?
- zorazrw/agent-workflow-memory is primarily written in Python.
- How popular is agent-workflow-memory?
- zorazrw/agent-workflow-memory has 444 stars on GitHub.
- Where can I find agent-workflow-memory?
- zorazrw/agent-workflow-memory is on GitHub at https://github.com/zorazrw/agent-workflow-memory.