adaptive reasoning
A capability in AI systems to adjust their reasoning strategies based on the context or specific requirements of a task, often involving the ability to learn from past experiences and apply that knowledge flexibly to novel situations.
- AdaReasoner: Adaptive Reasoning Enables More Flexible Thinking
- LLM Strategic Reasoning: Agentic Study through Behavioral Game Theory
- NeSyPr: Neurosymbolic Proceduralization For Efficient Embodied Reasoning
- QFFT, Question-Free Fine-Tuning for Adaptive Reasoning
- RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards
- Reasoning as an Adaptive Defense for Safety
- Think Only When You Need with Large Hybrid-Reasoning Models