strategic reasoning

ChessArena: A Chess Testbed for Evaluating Strategic Reasoning Capabilities of Large Language Models ACL 2026 Democratizing Diplomacy: A Harness for Evaluating Any Large Language Model on Full-Press Diplomacy AAAI 2026 Enhancing Strategy Logic with Procedural Rationality AAAI 2026 Foresight Optimization for Strategic Reasoning in Large Language Models ACL 2026 Formal Verification of Diffusion Auctions AAAI 2026 Generative Gamer: Learning Equilibrium Strategy by LLM-driven Dynamic Deduction ACL 2026 Learning to Ideate for Machine Learning Engineering Agents EACL 2026 LieCraft: A Multi-Agent Framework for Evaluating Deceptive Capabilities in Language Models AAAI 2026 Strategic Reasoning over Golog Programs in the Nondeterministic Situation Calculus AAAI 2026 The Price of Thought: A Multilingual Analysis of Reasoning, Performance, and Cost of Negotiation in Large Language Models EACL 2026 VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments CVPR 2026 When Natural Strategies Meet Fuzziness and Resource-Bounded Actions AAAI 2026 A Modal Logic for Joint Abilities of Structured Strategies with Bounded Complexity AAAI 2025 ASTRA: A Negotiation Agent with Adaptive and Strategic Reasoning via Tool-integrated Action for Dynamic Offer Optimization EMNLP 2025 Do Persona-Infused LLMs Affect Performance in a Strategic Reasoning Game? IJCNLP 2025 EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning ACL 2025 Explore the Reasoning Capability of LLMs in the Chess Testbed NAACL 2025 GuessingGame: Measuring the Informativeness of Open-Ended Questions in Large Language Models EMNLP 2025 How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison EMNLP 2025 K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning NAACL 2025 LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts EMNLP 2025 NatSTV: Towards Verification of Natural Strategic Ability IJCAI 2025 PokerBench: Training Large Language Models to Become Professional Poker Players AAAI 2025 Responsibility Anticipation and Attribution in LTLf IJCAI 2025 Responsibility-aware Strategic Reasoning in Probabilistic Multi-Agent Systems AAAI 2025