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Pickle load in agentlab will not work for custom args #96
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One example, agent-xray fails when loading pickle stored during experiment from a
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Consider this pickle usage: https://github.com/ServiceNow/BrowserGym/blob/fd68d2fe43ffaa49b3d2905305a6e8bb4c84eb87/browsergym/experiments/src/browsergym/experiments/loop.py#L595
If a custom args, which was not defined in browsergym, is used for constructing the agent, then this pickle load will fail. One instance is in agent-xray, where the steps are stored in the pickle format.
Not sure what's the best way to address this, but it's something to consider when using custom agents that are not the genericagents or genericagentargs shipped with agentlab. Another consideration is security. I think it's worth consdering this after deadline.
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