Group Contrastive Policy Optimization: Learning Beyond the Self-Exploration Limit with Golden Answers

arXiv:2510.07790 · cs.AI · Submitted 2025-10-09 · Read on arXiv

cs.AI

Submitted: 2025-10-09

Updated: 2026-10-22

Terminology

• Group Contrastive Policy Optimization — 2× in this paper
• Benchmark — 1× in this paper · explained in 2 episodes
• GRPO — 1× in this paper · explained in 6 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Group Relative Policy Optimization (GRPO) — 1× in this paper · explained in 10 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Steering — 1× in this paper · explained in 2 episodes

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