Absolute Zero: Reinforced Self-play Reasoning with Zero Data
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2505.03335
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Published
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185
self-paly
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Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers
Paper • 2408.06195 • Published • 73 -
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR
Paper • 2508.14029 • Published • 118 -
Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play
Paper • 2509.25541 • Published • 138 -
PromptCoT 2.0: Scaling Prompt Synthesis for Large Language Model Reasoning
Paper • 2509.19894 • Published • 32 -
SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
Paper • 2504.19162 • Published • 18 -
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
Paper • 2506.24119 • Published • 50 -
AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play
Paper • 2509.24193 • Published • 6 -
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
Paper • 2412.17256 • Published • 47 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 117