FAER: Auditable Utility-Aligned Trajectory Replay for Language Model Post-Training
cs.LG, cs.AI, cs.CL, stat.ML
Submitted: 2026-09-30
Updated: 2026-09-30
Terminology
Sources
- Training Verifiers to Solve Math Word Problems
- DeepSeek-V3 Technical Report
- DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
- Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
- Proximal Policy Optimization Algorithms
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- ProcessBench: Identifying Process Errors in Mathematical Reasoning
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