Update training

Update training

Env improvement

implement GRPO-style preference learning, simulation branching, and expanded documentation

Implement stateful temporal dynamics, partial observability, and Human-in-the-Loop (HITL) review logic.

implement Extreme Reality Scaling & Knowledge-Rich Inference

Compliance: strictly (0, 1) task scores

Fix relative imports for HF Spaces

SmartPayEnv