Kishan Panaganti

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authored a paper 3 months ago

Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning

Paper • 2601.19280 • Published Jan 27 • 9

submitted a paper to Daily Papers 3 months ago

Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning

Paper • 2601.19280 • Published Jan 27 • 9

authored 2 papers 5 months ago

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 55

Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning

Paper • 2512.15687 • Published Dec 17, 2025 • 22

authored a paper 6 months ago

Every Question Has Its Own Value: Reinforcement Learning with Explicit Human Values

Paper • 2510.20187 • Published Oct 23, 2025 • 20

authored 2 papers 8 months ago

TARDIS STRIDE: A Spatio-Temporal Road Image Dataset for Exploration and Autonomy

Paper • 2506.11302 • Published Jun 12, 2025 • 3

Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

Paper • 2509.15194 • Published Sep 18, 2025 • 33