Reinforcement Learning for Long-Horizon Interactive LLM Agents Paper • 2502.01600 • Published Feb 3 • 1
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion Paper • 2311.06318 • Published Nov 10, 2023 • 3
Scaling Autonomous Agents via Automatic Reward Modeling And Planning Paper • 2502.12130 • Published Feb 17 • 2
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search Paper • 2502.02584 • Published Feb 4 • 17
Enhancing Personalized Multi-Turn Dialogue with Curiosity Reward Paper • 2504.03206 • Published Apr 4 • 1
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Paper • 2408.07199 • Published Aug 13, 2024 • 22
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies Paper • 2502.02533 • Published Feb 4 • 3
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Paper • 2508.07407 • Published Aug 10 • 97