Inventory Management with LLM: Automated Decision-Making for ...
We consider the challenge of mitigating the generation of negative or toxic content by the Large Language Models (LLMs) in response to certain prompts.
Automatic Symbolic Goal Abstraction via Reachability Analysis in ...These pairs are labeled by an LLM, providing preference judgments that guide the Q-network to assign higher value to strategically favorable states. The final ... Master Mathématiques et Applications Sorbonne Université 2025In order to succeed in these domains, an. LLM needs to make a sequence of intelligent decisions over multiple turns instead of generating the most probable text. Training Language Model Agents via Hierarchical Multi-Turn RLAfter pre-training and fine- tuning, LLMs can perform diverse downstream tasks based on human instructions, paving the way to artificial general.
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