Agents

RCI Agent

A MiniWoB++ agent that uses explicit and implicit recursive criticism-and-improvement prompts to refine action plans and ground actions to browser state.

AI-assisted editorial review against a primary source. This is a catalog annotation, not an independent reproduction or endorsement.

Original source ↗Read as MarkdownRecord JSON

What is this resource?

Resource type
Agents
Environment
web
Topics
web-navigation, planning, self-reflection, training-free
Record publication date
Not recorded
Evidence retrieved
2026-10-17T09:14:12Z
Resource ID
github:posgnu/rci-agent

What licenses are recorded?

Code, training data, weights, and documents can have different terms. A blank declaration means unknown, not unrestricted use.

Code
MIT (Repository code license; not a license for the remote language-model service.)
Data
Not recorded
Document
Not recorded
Weights
Not recorded

License review notes

Recorded specifications

availability
Public agent and browser-environment source; legacy API compatibility is unverified.
repository revision
31bf737922fa0337d03367a844de5cf1aff4ac52

Explore related topics

Web navigationPlanningSelf-reflectionTraining-free methods

Scope and limitations

The public release includes the agent, prompting utilities and a bundled MiniWoB++ environment wrapper. Its README documents older hosted model names and an OpenAI-key setup; contemporary endpoint compatibility was not tested. The repository notes that its MiniWoB++ dependency is not officially supported on Windows. MIT applies to repository code; no new trained weights are claimed.

Related resources

Primary evidence and verification

Source retrieval is separate from experiment reproduction. Use the original publication or publisher page when citing claims about the resource.

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