Long Ma

Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management

Social World Model-Augmented Mechanism Design Policy Learning

Behavior-agnostic Task Inference for Robust Offline In-context Reinforcement Learning

Simulating Human-like Daily Activities with Desire-driven Autonomy

Reinforced Context Order Recovery for Adaptive Reasoning and Planning