GlyphBench: A Playground for Language-Model Reinforcement Learning

arXiv:2609.34214 · cs.AI · Submitted 2026-09-28 · Read on arXiv

cs.AI

Submitted: 2026-09-28

Updated: 2026-09-28

Code: https://github.com/PrimeIntellect-ai/verifiers

Terminology

• Reinforcement Learning — 1× in this paper · explained in 4 episodes

Sources

• DeepMind Lab
• CODE-SHARP: Continuous Open-ended Discovery and Evolution of Skills as Hierarchical Reward Programs
• Evaluating Large Language Models Trained on Code
• TextWorld: A Learning Environment for Text-based Games
• Agentick: A Unified Benchmark for General Sequential Decision-Making Agents
• SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
• Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning
• lmgame-Bench: How Good are LLMs at Playing Games?
• ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning
• Gymnasium: A Standard Interface for Reinforcement Learning Environments
• RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

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