Kishan

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authored 2 papers 4 days ago

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published 24 days ago • 50

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

Paper • 2512.15687 • Published 9 days ago • 17

authored a paper 2 months ago

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

Paper • 2510.20187 • Published Oct 23 • 18

authored 2 papers 3 months ago

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

Paper • 2506.11302 • Published Jun 12 • 3

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

Paper • 2509.15194 • Published Sep 18 • 33