VStress: Correlation-Aware Auditing and Adaptive Budget Allocation for Repeated Verifiers
cs.LG, cs.AI, cs.CL, cs.CR
Submitted: 2026-09-29
Updated: 2026-09-29
Terminology
Sources
- FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
- Training Verifiers to Solve Math Word Problems
- DeepSeek-V3 Technical Report
- DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- Deep Reinforcement Learning from Self-Play in Imperfect-Information Games
- RewardBench: Evaluating Reward Models for Language Modeling
- OpenSpiel: A Framework for Reinforcement Learning in Games
- ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
- Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
- Policy Distillation
- Proximal Policy Optimization Algorithms
- Toolformer: Language Models Can Teach Themselves to Use Tools
- OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
- Using Common Random Numbers for Simulation-based Planning with Rollouts
- $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
- ProcessBench: Identifying Process Errors in Mathematical Reasoning
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