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Automata

by Emergent Complexity

A research project for creating self-improving AI agents through interaction.

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Technology
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Emergent Complexity

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About Automata

Automata is an open-source research project focused on the development of self-improving AI agents. These agents can evolve their own code through interactions with the environment and each other, aiming to simulate the concept of self-writing or self-improvement. The project is based on Python and leverages reinforcement learning and other AI techniques to enable agents to autonomously modify their behavior over time. This makes Automata a platform for exploring the potential of self-directed learning and adaptation in AI systems.

Key Features

  • Self-Improving Agents
  • Reinforcement Learning
  • Python-Based
  • Evolutionary Computation
  • Autonomous Code Modification.

Use Cases

  • AI Research
  • Autonomous System Development
  • Evolutionary Computation Studies
  • Self-Improving Software
  • Educational AI Tools.