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Add Agent Collaboration Optimizer and Learning Scheduler Tools #3042

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Add Agent Collaboration Optimizer and Learning Scheduler Tools #3042

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Rock-Shell
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  • Adds collaboration_optimizer.py: a Gym-based RL environment for testing and training agent collaboration.
  • Adds agent_scheduler.py: a performance-aware retraining scheduler for CrewAI agents.

lucasgomide
lucasgomide reviewed Jun 26, 2025
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@Rock-Shell Very interesting! Thanks for your collaboration..

I have a few points here

  1. I'm curious to understand about how it is working with agents, would you mind recoding a Loom video explain that?
  2. After validated would be great add some documentation about that

pyproject.toml

[tool.bandit]
exclude_dirs = ["src/crewai/cli/templates"]
[tool.poetry.dev-dependencies]
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We uses UV as default package manger. Don't change it pls

src/crewai/tools/agent_scheduler.py
return 3 # Moderate


class AgentSchedulerTool(BaseTool):
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Very interesting!

We have a dedicated repo for tools. Could you move it to there

lucasgomide
lucasgomide requested changes Jun 26, 2025
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I'm request changing due you have changed pyproject to use poetry instead of uv

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@lucasgomide lucasgomide lucasgomide requested changes

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@Rock-Shell @lucasgomide