futures-trading-gym An OpenAI gym environment for futures trading The futures market is different than a typical stock trading environment, in that contracts move in fixed increments, and each increment (tick) is worth a variable amount depending on the contract traded. This environment is designed for a single contract - for a single security type. Accompanying this environment is the concept of a TimeSeriesState, which is a variable (n x m) window of all the features representing the state, where n represent the number of steps in the window and m represents the number of features. This allows you to define the state that your agent uses to determine the action. Some possibillities are: - An embedding - A window of the last 20 observed values - A scalogram from a wavelet transform - A stack of scalograms - Etc. See envs.utils.TimeSeriesState for more details Action Space This environment accepts 3 different actions at any time state: - 0 - a buy - 1 - a hold (no action) - 2 - a sell The environment does not allow for more than one contract to be traded at a time. If a buy action is

⚠ No verified equity curve — no track-record source connected.

No score history is stored yet — only the current score is shown.

⚠ No live verification account connected — ask for proof before buying.

Alerts on changes: coming soon

Prop-firm compatibility not provided.

Data-completeness & trust index (not a profitability rating)