{"total":32,"rows":[{"id":"2506.24119","title":"SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning","created":"2025-06-30","cited_by_count":100,"area":"lr"},{"id":"2404.01230","title":"LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models","created":"2024-04-01","cited_by_count":99,"area":"lr"},{"id":"2406.06613","title":"GameBench: Evaluating Strategic Reasoning Abilities of LLM Agents","created":"2024-06-07","cited_by_count":95,"area":"lr"},{"id":"2505.13426","title":"G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning","created":"2025-05-19","cited_by_count":29,"area":"lr"},{"id":"2410.10479","title":"TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs","created":"2024-10-14","cited_by_count":24,"area":"lr"},{"id":"2503.12349","title":"SPIN-Bench: How Well Do LLMs Plan Strategically and Reason Socially?","created":"2025-03-16","cited_by_count":24,"area":"lr"},{"id":"2502.17214","title":"CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought","created":"2025-02-24","cited_by_count":23,"area":"lr"},{"id":"2502.20432","title":"LLM Strategic Reasoning: Agentic Study through Behavioral Game Theory","created":"2025-02-27","cited_by_count":17,"area":"lr"},{"id":"2505.20047","title":"Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks","created":"2025-05-26","cited_by_count":10,"area":"lr"},{"id":"2406.12084","title":"When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives","created":"2024-06-17","cited_by_count":7,"area":"lr"},{"id":"2408.05241","title":"Large Model Strategic Thinking, Small Model Efficiency: Transferring Theory of Mind in Large Language Models","created":"2024-08-05","cited_by_count":7,"area":"lr"},{"id":"2502.07443","title":"Approximating Human Strategic Reasoning with LLM-Enhanced Recursive Reasoners Leveraging Multi-agent Hypergames","created":"2025-02-11","cited_by_count":7,"area":"lr"},{"id":"2407.06112","title":"Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning","created":"2024-07-08","cited_by_count":5,"area":"lr"},{"id":"2408.16081","title":"Towards Logically Sound Natural Language Reasoning with Logic-Enhanced Language Model Agents","created":"2024-08-28","cited_by_count":5,"area":"lr"},{"id":"2506.12012","title":"Tracing LLM Reasoning Processes with Strategic Games: A Framework for Planning, Revision, and Resource-Constrained Decision Making","created":"2025-06-13","cited_by_count":5,"area":"lr"},{"id":"2410.14890","title":"Reasoning, Memorization, and Fine-Tuning Language Models for Non-Cooperative Games","created":"2024-10-18","cited_by_count":3,"area":"lr"},{"id":"2505.09396","title":"The Influence of Human-inspired Agentic Sophistication in LLM-driven Strategic Reasoners","created":"2025-05-14","cited_by_count":3,"area":"lr"},{"id":"2507.05707","title":"Agentic-R1: Distilled Dual-Strategy Reasoning","created":"2025-07-08","cited_by_count":3,"area":"lr"},{"id":"2601.15047","title":"Game-Theoretic Lens on LLM-based Multi-Agent Systems","created":"2026-01-21","cited_by_count":3,"area":"lr"},{"id":"2605.14537","title":"Cattle Trade: A Multi-Agent Benchmark for LLM Bluffing, Bidding, and Bargaining","created":"2026-05-14","cited_by_count":3,"area":"lr"},{"id":"2410.17820","title":"Understanding When Tree of Thoughts Succeeds: Larger Models Excel in Generation, Not Discrimination","created":"2024-10-23","cited_by_count":2,"area":"lr"},{"id":"2502.12825","title":"Reasoning and the Trusting Behavior of DeepSeek and GPT: An Experiment Revealing Hidden Fault Lines in Large Language Models","created":"2025-02-18","cited_by_count":2,"area":"lr"},{"id":"2510.10813","title":"The Fragility of Strategic Thinking in Large Language Models","created":"2025-10-12","cited_by_count":2,"area":"lr"},{"id":"2608.09128","title":"Social Gym and SPaRTan: Benchmarking and Improving LLM Social Reasoning via Multi-Agent Game Tournaments","created":"2026-08-10","cited_by_count":2,"area":"lr"},{"id":"2506.10264","title":"WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models","created":"2025-06-12","cited_by_count":1,"area":"lr"},{"id":"2508.18091","title":"Teaching LLMs to Think Mathematically: A Critical Study of Decision-Making via Optimization","created":"2025-08-25","cited_by_count":1,"area":"lr"},{"id":"2601.16823","title":"Disentangling generalization and memorization in large language models using chess","created":"2026-01-23","cited_by_count":1,"area":"lr"},{"id":"2603.18563","title":"Reasonably reasoning AI agents can avoid game-theoretic failures in zero-shot, provably","created":"2026-03-19","cited_by_count":1,"area":"lr"},{"id":"2605.23238","title":"GENSTRAT: Toward a Science of Strategic Reasoning in Large Language Models","created":"2026-05-22","cited_by_count":0,"area":"lr"},{"id":"2606.24391","title":"Age of LLM: A Strategic 1v1 Benchmark for Reasoning, Diplomacy and Reliability of Large Language Models under Fog of War","created":"2026-06-23","cited_by_count":0,"area":"lr"},{"id":"2607.09743","title":"Scaffolding the Strategist: Architecture-Dependent Reasoning Interventions in Hotelling Spatial Markets","created":"2026-07-03","cited_by_count":0,"area":"lr"},{"id":"2609.30936","title":"Self-Play Search Distillation for Large Language Model Reasoning","created":"2026-09-25","cited_by_count":0,"area":"lr"}],"next_cursor":null}