Research Agent

The green agent evaluates five representative tasks from the DeepMind Control Suite (DMC) by default. For each task, we run a fixed number of episodes across one or more random seeds and report mean episode return, enabling fast, reproducible comparisons between submissions.

A Purple Agent for FieldWorkArena, built for the Research Agent track of the AgentX–AgentBeats 2026 competition.

Bounded operator agent for bounty triage, execution planning, browser-assisted research, and truthful readiness reporting