MLL Lab

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1. RAGEN RAGEN Public

   Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics

   Python 2.8k 227

2. Awesome-Spatial-Intelligence-in-VLM Awesome-Spatial-Intelligence-in-VLM Public

   A paper list for spatial reasoning

   773 45

3. VAGEN VAGEN Public

   World model reinforcement learning for multi-turn VLM agents. RL for vision framework (NeurIPS 2025).

   Python 493 60

4. MindCube MindCube Public

   Benchmark and training code for MindCube: spatial mental modeling in vision-language models from limited views.

   Python 168 6

5. TStar TStar Public

   T* keyframe search for long-form video understanding (CVPR 2025) + LV-Haystack temporal search benchmark code

   Python 97 7

6. Theory-of-Space Theory-of-Space Public

   THEORY OF SPACE: a benchmark for evaluating whether foundation models can actively explore under partial observability efficiently to build, update, and exploit globally consistent spatial beliefs.

   Python 86 8