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Group Relative Policy Optimization | Glossary | ScienceToStartup

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Group Relative Policy Optimization

Group Relative Policy Optimization

Definition

Group Relative Policy Optimization is a research_field in our research taxonomy.

Related papers

Topo-R1: Detecting Topological Anomalies via Vision-Language Models
The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models
OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution
V-Zero: Self-Improving Multimodal Reasoning with Zero Annotation
HORNet: Task-Guided Frame Selection for Video Question Answering with Vision-Language Models
Beyond Model Scaling: Test-Time Intervention for Efficient Deep Reasoning
SimuAgent: An LLM-Based Simulink Modeling Assistant Enhanced with Reinforcement Learning
AdaZoom-GUI: Adaptive Zoom-based GUI Grounding with Instruction Refinement
Geometry-Aligned LLM Fine-Tuning for Sequential Narrow-Opening Planning
On the Hidden Objective Biases of Group-based Reinforcement Learning

CycleCap: Improving VLMs Captioning Performance via Self-Supervised Cycle Consistency Fine-Tuning

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

SUREON: A Benchmark and Vision-Language-Model for Surgical Reasoning

Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning

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