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RLConfigInput

Typed RL configuration the frontend submits to assembleRLConfig. The Go counterpart is freqai.RLConfig; model_type and policy_type land inside the freqtrade rl_config sub-block, NOT at the top level of the freqai block.

input RLConfigInput {
  modelType: String!
  allowAdvancedModel: Boolean
  timeframe: String
  trainPeriodDays: Int
  backtestPeriodDays: Int
  identifier: String!
  featureParameters: Map
  dataSplitParameters: Map
  modelRewardParameters: Map
  rawRlConfig: Map
}

Fields​

RLConfigInput.modelType ● String! non-null scalar​

The sb3/sb3-contrib algorithm class name (e.g. "PPO"). Lands at rl_config.model_type.

RLConfigInput.allowAdvancedModel ● Boolean scalar​

Admit a free-text modelType outside the curated catalogue (the advanced passthrough escape hatch). When false, only catalogue algorithms validate.

RLConfigInput.timeframe ● String scalar​

The strategy's base timeframe (e.g. "1h"). Seeds feature_parameters.include_timeframes — Freqtrade REQUIRES the main timeframe to be ≤ include_timeframes, so a preset whose native timeframe is coarser than the 5m default must pass it here. Falls back to the package default ("5m") when omitted.

RLConfigInput.trainPeriodDays ● Int scalar​

Rolling training-window length in days (FreqAI re-trains each window). Defaults applied when omitted.

RLConfigInput.backtestPeriodDays ● Int scalar​

How many days each trained model is used before the next rolling re-train. Defaults applied when omitted.

RLConfigInput.identifier ● String! non-null scalar​

Namespaces the trained model under user_data/models.

RLConfigInput.featureParameters ● Map scalar​

Standard FreqAI feature_parameters sub-block, passed through verbatim.

RLConfigInput.dataSplitParameters ● Map scalar​

Standard FreqAI data_split_parameters sub-block, passed through verbatim.

RLConfigInput.modelRewardParameters ● Map scalar​

Merged into rl_config.model_reward_parameters (where MyRLEnv.calculate_reward reads it).

RLConfigInput.rawRlConfig ● Map scalar​

Advanced passthrough: arbitrary rl_config keys (train_cycles, net_arch, policy_type, cpu_count, …) merged into the assembled rl_config so users reach the full Freqtrade surface. Explicit keys here win over package defaults.

Member Of​

assembleRLConfig mutation