most citedTabular and Deep Reinforcement Learning for Gittins Index

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cs.AI2026

PROBE: Learning to Audit Policy Compliance in Tool-Using LLM Agents

Kshitij Mishra, Abhijith Sharma, Nils Lukas +1

Modern agentic systems extend language models with external tools, enabling them to complete complex tasks through multi-turn interactions. As these agents are deployed in conseque…

cs.AI2026

CORE: Collaborative Reasoning via Cross Teaching

Kshitij Mishra, Mirat Aubakirov, Martin Takac +2

Large language models exhibit complementary reasoning errors: on the same instance, one model may succeed with a particular decomposition while another fails. We propose Collaborat…