{"total":14,"rows":[{"id":"2509.11575","title":"A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models","created":"2025-09-15","cited_by_count":21,"area":"lr"},{"id":"2507.14683","title":"MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization","created":"2025-07-19","cited_by_count":12,"area":"lr"},{"id":"2511.01016","title":"Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement Learning","created":"2025-11-02","cited_by_count":10,"area":"lr"},{"id":"2506.04723","title":"Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning","created":"2025-06-05","cited_by_count":7,"area":"lr"},{"id":"2510.08710","title":"Thinking Longer, Not Always Smarter: Evaluating LLM Capabilities in Hierarchical Legal Reasoning","created":"2025-10-09","cited_by_count":7,"area":"lr"},{"id":"2510.12979","title":"DeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping","created":"2025-10-14","cited_by_count":5,"area":"lr"},{"id":"2601.03542","title":"Layer-Order Inversion: Rethinking Latent Multi-Hop Reasoning in Large Language Models","created":"2026-01-07","cited_by_count":3,"area":"lr"},{"id":"2601.20014","title":"Teaching LLMs to Ask: Self-Querying Category-Theoretic Planning for Under-Specified Reasoning","created":"2026-01-27","cited_by_count":2,"area":"lr"},{"id":"2601.20856","title":"SokoBench: Evaluating Long-Horizon Planning and Reasoning in Large Language Models","created":"2026-01-28","cited_by_count":2,"area":"lr"},{"id":"2603.07725","title":"Verifiable Reasoning for LLM-based Generative Recommendation","created":"2026-03-08","cited_by_count":2,"area":"lr"},{"id":"2512.04868","title":"SEAL: Self-Evolving Agentic Learning for Conversational Question Answering over Knowledge Graphs","created":"2025-12-04","cited_by_count":1,"area":"lr"},{"id":"2603.23844","title":"Language Models as Higher-Order Planning Formalizers","created":"2026-03-25","cited_by_count":1,"area":"lr"},{"id":"2607.04854","title":"CARL: Constraint-Aware Reinforcement Learning for Planning with LLMs","created":"2026-07-06","cited_by_count":0,"area":"lr"},{"id":"2607.19336","title":"Agents in the Wild: Where Research Meets Deployment","created":"2026-07-21","cited_by_count":0,"area":"lr"}],"next_cursor":null}