Author

V. Yazdanpanah

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Preprint Aug 2026

Instruction-Conditioned Exploration for Reinforcement Learning with Self-Distillation to an Unconditioned Policy

Instruction-Conditioned Exploration (ICE), which appends one of a small fixed set of instructions to task prompts during training, using the same set for every problem, increasing the coverage of behaviours attempted, improves Qwen3-1.7B held-out pass@1 performance at 4K response length on mathematical reasoning tasks.

Jim Dilkes, V. Yazdanpanah, Sebastian Stein · 0 citations

#machine learning Preprint Aug 2026

An AI-Based Decision-Support Pipeline for Day-Ahead Photovoltaic Forecasting

A deployment-oriented environmental-AI pipeline for day-ahead hourly PV forecasting that corrects timestamp conventions, constructs leakage-safe solar-geometry and clearness-index features, adds short-term atmospheric context, and combines complementary predictors through validation-learned stacking is developed.

Fariba Dehghan, Sebastian Stein, V. Yazdanpanah et al. · 0 citations