强化学习交易环境
强化学习交易环境：提供多市场回测与强化学习交易环境构建能力，支持多交易所钱包组合管理、Plotly交互式交易可视化及RL智能体训练评估。 含 25 条反模式约束。
晶体简介
Constraints
Evidence Quality
Medium confidence — review before critical use
44 条不可违反的约束
WHENWhen implementing financial quantity calculations
ACTIONUse Decimal type for each monetary values instead of float
CONSEQUENCEFloating-point arithmetic causes rounding errors in financial calculations, leading to incorrect order sizing and portfolio valuations that compound over time
WHENWhen validating quantity operations between instruments
ACTIONValidate instrument compatibility before performing arithmetic operations
CONSEQUENCEOperations between incompatible instruments (e.g., BTC/USD + ETH/USD) produce semantically incorrect results without raising errors
WHENWhen evaluating trading strategies trained on synthetic data
ACTIONClaim that synthetic backtest returns predict live trading performance
CONSEQUENCESynthetic data lacks market impact, slippage, and liquidity constraints of real trading; presenting synthetic returns as expected live results misleads stakeholders
常见问题
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更新历史
v0.1.0: 首次发布到 Doramagic.ai。基于 zvtvz/zvt 的自动化 batch-v1 元数据 + 自动生成 FAQ。