> For the complete documentation index, see [llms.txt](https://docs.noctra.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.noctra.ai/autonomous-ai-agents.md).

# Autonomous AI Agents

Autonomous AI Agents are Noctra’s pioneers, wielding self-learning algorithms to conquer the complexities of DeFi and GameFi. Powered by reinforcement learning, these agents adapt to market dynamics, user preferences, or gameplay scenarios, optimizing tasks like trading, yield farming, or in-game economies. Each AI action consumes **Energy**, a vital resource that fuels agent execution. Users can refill Energy by:

* **Staking $NOCTRA**: Locks tokens to generate Energy for sustained agent activity.
* **Cashback from Trading**: Earns Energy through trading activities on the platform.
* **Engaging in Ecosystem Activities**: Participation in campaigns, governance, or community events boosts Energy reserves.

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