problem-solving
The process by which an AI system identifies and implements solutions to specific challenges or queries, often involving search, reasoning, and decision-making processes.
- Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models
- EvoLM: In Search of Lost Language Model Training Dynamics
- EvoLM: In Search of Lost Language Model Training Dynamics
- Feedback-Aware MCTS for Goal-Oriented Information Seeking
- Learning-Augmented Algorithms for $k$-median via Online Learning
- Logic.py: Bridging the Gap between LLMs and Constraint Solvers
- Reasoning Models Better Express Their Confidence
- Reinforcement Learning Teachers of Test Time Scaling