Poster "exploration-exploitation trade-off" Papers

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Fleet of Agents: Coordinated Problem Solving with Large Language Models

Lars Klein, Nearchos Potamitis, Roland Aydin et al.

ICML 2025arXiv:2405.06691

Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models

Yinlam Chow, Guy Tennenholtz, Izzeddin Gur et al.

ICLR 2025arXiv:2412.15287

REINFORCE Converges to Optimal Policies with Any Learning Rate

Samuel Robertson, Thang Chu, Bo Dai et al.

Scalable and Cost-Efficient de Novo Template-Based Molecular Generation

Piotr Gaiński, Oussama Boussif, Andrei Rekesh et al.

NEURIPS 2025arXiv:2506.19865