Reinforcement Learning for Long-Horizon Interactive LLM Agents
Paper
• 2502.01600 • Published
• 1
Agent Personalization
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Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion
Paper • 2311.06318 • Published • 3 -
Scaling Autonomous Agents via Automatic Reward Modeling And Planning
Paper • 2502.12130 • Published • 2 -
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search
Paper • 2502.02584 • Published • 16 -
Enhancing Personalized Multi-Turn Dialogue with Curiosity Reward
Paper • 2504.03206 • Published • 1 -
Personalized Large Language Models
Paper • 2402.09269 • Published -
Personalization of Large Language Models: A Survey
Paper • 2411.00027 • Published • 33 -
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents
Paper • 2408.07199 • Published • 22 -
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
Paper • 2502.02533 • Published • 4 -
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
Paper • 2508.07407 • Published • 98 -
O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents
Paper • 2511.13593 • Published • 27