reasoning depth
Reasoning depth pertains to the level of complexity in the reasoning processes of an AI system, often measured in terms of the number of steps or layers of analysis it undertakes to arrive at conclusions or decisions.
- DyFlow: Dynamic Workflow Framework for Agentic Reasoning
- Fast-Slow Thinking GRPO for Large Vision-Language Model Reasoning
- LLM Strategic Reasoning: Agentic Study through Behavioral Game Theory
- MuSLR: Multimodal Symbolic Logical Reasoning
- Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
- Thoughts Are All Over the Place: On the Underthinking of Long Reasoning Models
- TokenSqueeze: Performance-Preserving Compression for Reasoning LLMs
- Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training