Tag: adversarial reinforcement learning
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Efficient Distributional RL with Normalizing Flows & Cramér
Discover NFDRL: a parameter-efficient Distributional RL method using normalizing flows and geometry-aware Cramér surrogate for improved learning.
Closed-Loop Vision-Language Planning for Multi-Agent AI
Discover COMPASS, a vision-language framework boosting multi-agent coordination with dynamic strategies and closed-loop decision-making for superior AI per...
FINER-SQL: Enhance Small Language Models for Text-to-SQL
Discover FINER-SQL, a novel framework boosting small language models for efficient, accurate, and privacy-preserving Text-to-SQL generation.
Automating RL Interfaces Using Large Language Models
Explore LIMEN, a novel framework leveraging large language models to automate reinforcement learning interface design and boost task performance.
DGPO: Advanced Policy Optimization for Precise Credit Assignment
Discover how DGPO improves credit assignment in reinforcement learning, enhancing reasoning in AI and large language models with a novel critic-free approa...