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| name: stocker | |
| version: 0.1.0 | |
| description: > | |
| A stock-trading RL environment built on OpenEnv. Long-term backtest over | |
| 3 historical episodes (AAPL, INTC, META). Per-step decisions are produced | |
| by a council of 7 LLM specialist agents (chart, seasonal/long-term, technical | |
| indicators, news, forum sentiment, peers + commodity, geopolitics/macro) | |
| whose votes are merged by a moderator LLM. The moderator is GRPO-trained | |
| via TRL on top of google/gemma-4-E4B-it. | |
| tasks: | |
| - task_easy | |
| - task_medium | |
| - task_hard | |
| observation_space: | |
| ticker: str | |
| date: str | |
| price: float | |
| price_history: "list[float]" | |
| fundamentals: dict | |
| cash: float | |
| position: int | |
| portfolio_value: float | |
| task_id: str | |
| step_number: int | |
| total_steps: int | |
| chart_path: str | |
| headlines: "list[dict]" | |
| forum_excerpts: "list[dict]" | |
| indicators: dict | |
| peers: dict | |
| macro: "list[dict]" | |
| action_space: | |
| side: "literal[buy, sell, hold]" | |
| quantity: int | |
| entrypoint: app.core.environment:StockerEnv | |
| tags: | |
| - openenv | |
| - finance | |
| - trading | |
| - multi-agent | |
| - rl | |