Tag: causal machine learning
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DrugPlayGround: Benchmarking LLMs for Drug Discovery
Discover how DrugPlayGround benchmarks large language models to enhance drug discovery with advanced AI-driven insights and performance evaluation.
Lower Bounds for Language Models Using Semantic Structures
Discover empirical lower bounds for language modeling with locally-bootstrapped semantic structures to improve NLP model efficiency and accuracy.
Optimality of Large Language Models in AI Planning Tasks
Explore how large language models achieve optimal planning in complex AI tasks, outperforming traditional algorithms with advanced reasoning.
Multi-Turn RL for Tool-Calling Agents with Reward Calibration
Enhance tool-calling agents using multi-turn reinforcement learning and iterative reward calibration for superior performance in customer service tasks.
Interpretable Deep RL for Bridge Life-cycle Optimization
Discover interpretable deep reinforcement learning methods for optimizing bridge life-cycle management using element-level condition data.