LLM Agent - Tag - Weile Luo's homepage

LLM Agent

2026

Math Agents: Mathematical Reasoning and Formal Proofs in LLMs 04-08

Tool Agents: Empowering LLMs to Use Tools and Explore Environments 04-08

Coding Agents: Evaluation, Frameworks, and Code LLMs 04-08

When LLMs Learn Memory, Reasoning, and Planning: The Three Core Capabilities of Language Agents 03-12

LLM Reasoning: Prompting, Multi-Path Search, and Iterative Self-Improvement 03-08

RLHF and Test-Time Compute: Reinforcement Learning and Inference-Time Optimization for LLMs 03-08

LLM Basics: Pretraining, Prompting, Fine-tuning and Reinforcement Learning 03-08