Family
Q-Learning
in-developmentApache 2.0rlretail-facing
Bill Payment.
RL agent for bill-payment scheduling. Q-Learning over payment history and cash-flow state. Continuous online learning.
Foundation · Q-Learning
What it does
The honest description.
RL agent for bill-payment scheduling. Q-Learning over payment history and cash-flow state. Continuous online learning.
Architecture
How it works.
Upcoming bill schedule (due dates, amounts, payees), cash flow state (income timing + balance forecasts), payment history (on-time rate, failed attempts), bank-account limits. Recommended payment timing + account selection. Cash-flow-aware scheduling. Online-learning reward from successful/failed payments.
Training data & drift
What it learned from, and how we watch it.
Source
Inputs: Upcoming bill schedule (due dates, amounts, payees), cash flow state (income timing + balance forecasts), payment history (on-time rate, failed attempts), bank-account limits.
Drift baseline · current quarter
Drift baseline not yet documented for this model.
What it's NOT
- Q-Learning RL agent with continuous online learning from payment outcomes.
- Handles liquidity constraints and timing optimization.
Version history · immutable once published
Every release, traceable.
Data Mukodi holds about you is subject to DPDP §12 erasure (use /consent in the app), and any concern about this model can be raised via [email protected] under DPDP §13 grievance, or via /security.