Group Sequence Policy Optimization
Paper • 2507.18071 • Published • 320
RFT
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LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization
Paper • 2507.15758 • Published • 35 -
Hierarchical Budget Policy Optimization for Adaptive Reasoning
Paper • 2507.15844 • Published • 17 -
Semi-off-Policy Reinforcement Learning for Vision-Language Slow-thinking Reasoning
Paper • 2507.16814 • Published • 21 -
RePO: Replay-Enhanced Policy Optimization
Paper • 2506.09340 • Published -
Perception-Aware Policy Optimization for Multimodal Reasoning
Paper • 2507.06448 • Published • 48 -
On-Policy RL with Optimal Reward Baseline
Paper • 2505.23585 • Published • 14 -
EXPO: Stable Reinforcement Learning with Expressive Policies
Paper • 2507.07986 • Published -
Geometric-Mean Policy Optimization
Paper • 2507.20673 • Published • 32 -
Single-stream Policy Optimization
Paper • 2509.13232 • Published • 36 -
MAPO: Mixed Advantage Policy Optimization
Paper • 2509.18849 • Published • 27