Key Features

Agentic Reasoning
Multi-turn agentic reasoning through an iterative cycle of model reasoning, tool execution, and environment feedback.

Agentic Learning
Stable agentic learning via turn-level optimization that decouples model generations and environmental feedback.

Agentic Evolution
Multi-round agentic evolution through a propose-judge-update evolutionary loop with long-term memory.