GOAT: A Training Framework for Goal-Oriented Agent with Tools Paper • 2510.12218 • Published Oct 14, 2025 • 2
Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs Paper • 2606.27378 • Published May 7 • 60
Dockerless: Environment-Free Program Verifier for Coding Agents Paper • 2606.28436 • Published 16 days ago • 109
Agentic Abstention: Do Agents Know When to Stop Instead of Act? Paper • 2606.28733 • Published 15 days ago • 146
GOAT: A Training Framework for Goal-Oriented Agent with Tools Paper • 2510.12218 • Published Oct 14, 2025 • 2
WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents Paper • 2504.15785 • Published Apr 22, 2025 • 22
ReTAG: Retrieval-Enhanced, Topic-Augmented Graph-Based Global Sensemaking Paper • 2509.25814 • Published Sep 30, 2025
ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision Paper • 2505.21250 • Published May 27, 2025