PolicyWorks

Decision intelligence engine (RL/Decision Transformer)

Product category: Decision / Reinforcement learning

Applicable platforms: Gym API, PyTorch, RLlib

Technical affiliation: RL, DT, Offline RL, Risk-aware RL

Programming language affiliation: Python

Tags: #RL #DecisionMaking Product

Type: Decision / Reinforcement learning

PolicyWorks turns predictions into actions. It provides policy gradient, Q learning, offline RL, decision Transformer, risk penalties, and confidence policy switching, and docks SimGym for offline replay and online simulation. For time series/multimodal tasks, it can incorporate prediction distributions and multimodal states into policy networks; for engineering side, it provides model-environment interface norms, training monitoring, and backtest report generation. It emphasizes "safety constraints first", linking with ConstraintDSL/OptiBridge to ensure policy optimization within feasible domains.

Delivery method: Instant digital download after purchase
License: Single-user commercial license
Usage limit: One-time use
Support: Technical documentation provided in the delivery file; no human technical support included