#language-model agents
Language-Model Agents: 2 AI articles covering language-model agents news, analysis, and research
Articles
HyperWorld: Hypergraph-Structured State Serialization Improves⭐7
HyperWorld shows hypergraph-structured state serialization improves learned textual world models, boosting effect prediction and planning, especially in smaller...
Inducing Reward-Free Judging Rubrics that Reduce Over-Crediting⭐9
Automatic agent evaluation using induced rubrics reduces over-crediting of failed trajectories, enhancing faithfulness in reward-free LM judge scoring.