Trajectory-Aware Policy Optimization: Closing the State Distribution Gap in Long-Horizon LLM RL
cs.LG
Submitted: 2026-10-09
Updated: 2026-10-09
Sources
- MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
- Process Reinforcement through Implicit Rewards
- The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback
- Soft Adaptive Policy Optimization
- Decoupled Weight Decay Regularization
- Proximal Policy Optimization Algorithms
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- Qwen3 Technical Report
- DCPO: Dynamic Clipping Policy Optimization
- Group Sequence Policy Optimization
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