| Agent Task | Notebook | Description | Performance |
|---|---|---|---|
| ART•E [Serverless] | 🏋️ Train agent | Qwen3 14B learns to search emails using RULER |  |
| 2048 [Serverless] | 🏋️ Train agent | Qwen3 14B learns to play 2048 |  |
| ART•E LangGraph | 🏋️ Train agent | Qwen2.5 7B learns to search emails using LangGraph | [Link coming soon] |
| MCP•RL | 🏋️ Train agent | Qwen2.5 3B masters the NWS MCP server | [Link coming soon] |
| Temporal Clue | 🏋️ Train agent | Qwen2.5 7B learns to solve Temporal Clue | [Link coming soon] |
| Tic Tac Toe | 🏋️ Train agent | Qwen2.5 3B learns to play Tic Tac Toe |  |
| Codenames | 🏋️ Train agent | Qwen2.5 3B learns to play Codenames |  |
| AutoRL [RULER] | 🏋️ Train agent | Train Qwen2.5 7B to master any task | [Link coming soon] |
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ART Notebooks
Use ART to train agents for many different tasks.