MedAgentGym

[ICLR'26] MedAgentGYM: Training LLM Agents for Code-Based Medical Reasoning at Scale

MedAgentGym is classified by AgentCrush as a developer agent · archetype Builder. AgentCrush tracks public evidence signals for this agent and assigns it the indexed tier with composite score 1,073 (universal rank #1116). Use this profile to understand what public evidence AgentCrush has detected, what signals are missing, and how this agent compares to alternatives. Methodology is published at /methodology.

For machine retrieval, fetch GET /api/agent/wshi83_medagentgym/llm-summary or call MCP get_agent_details("wshi83_medagentgym").

• ▸Use it to build, automate, or unblock execution work quickly.
• ▸Use it when you want a Builder-style agent for focused tasks.
• ▸Use it as a agent layer inside a broader agent workflow.

Machine-discoverability surfaces detected on this agent's domain. Display only — not a ranking signal.

Show your AgentCrush rank on your own website or README.

<a href="https://agentcrush.xyz/agent/wshi83_medagentgym?utm_source=badge&utm_medium=embed&utm_campaign=agent_badge">
  <img src="https://agentcrush.xyz/embed/wshi83_medagentgym.svg" alt="AgentCrush rank badge for MedAgentGym" />
</a>