Tag: LLM agents
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Asymmetric Actor-Critic for Reliable Multi-turn LLM Agents
Enhance multi-turn LLM agent reliability with an asymmetric actor-critic framework using proprietary LLMs and lightweight open-source critics.
SciVisAgentBench: Benchmark for Scientific Visualization AI
Discover SciVisAgentBench, a benchmark for evaluating AI agents in scientific data analysis and visualization with expert-crafted cases and robust metrics.
Self-Organizing LLM Agents Beat Hierarchical Structures
Discover how self-organizing LLM agents outperform traditional hierarchies, boosting efficiency and autonomy in multi-agent AI systems.
SPIRIT: Persona-Based Simulation of Human Opinion
Discover SPIRIT, a novel framework simulating human opinions using persona-based models for accurate population-scale social insights.
Greedy Optimization with LLM Agents Boosts Accuracy
Discover how greedy hill climbing with LLM agents outperforms traditional optimization in tasks like cancer classification and hyperparameter tuning.