Papers citing 'ChessGPT: Bridging Policy Learning and Language Modeling'

Title
LLM CHESS: Benchmarking Reasoning and Instruction-Following in LLMs through Chess Sai Kolasani Maxim Saplin Nicholas Crispino Kyle Montgomery Jared Quincy Davis Matei A. Zaharia Chi Wang Chenguang Wang ELM LRM 132 1 0 01 Dec 2025
Outbidding and Outbluffing Elite Humans: Mastering Liar's Poker via Self-Play and Reinforcement Learning Richard Dewey Janos Botyanszki C. Moallemi Andrew Zheng 144 0 0 05 Nov 2025
ChessQA: Evaluating Large Language Models for Chess Understanding Qianfeng Wen Zhenwei Tang Ashton Anderson ELM LRM 181 0 0 28 Oct 2025
StarBench: A Turn-Based RPG Benchmark for Agentic Multimodal Decision-Making and Information Seeking Haoran Zhang C. Zhu Sicong Guo Hanzhe Guo Haiming Li Donglin Yu 122 0 0 21 Oct 2025
PuzzlePlex: Benchmarking Foundation Models on Reasoning and Planning with Puzzles Yitao Long Yuru Jiang Hongjun Liu Yilun Zhao Jingchen Sun Yiqiu Shen Chen Zhao Arman Cohan Dennis Shasha ReLM LRM 101 0 0 07 Oct 2025
ChessArena: A Chess Testbed for Evaluating Strategic Reasoning Capabilities of Large Language Models J. Liu Sijun He Jingjing Wu X. Wang Yang Chen Zhaoqi Kuang Siqi Bao Yuan Yao ELM LRM 164 0 0 29 Sep 2025
HLSMAC: A New StarCraft Multi-Agent Challenge for High-Level Strategic Decision-Making Xingxing Hong Yungong Wang Dexin Jin Ye Yuan Ximing Huang Zijian Wu Wenxin Li 96 0 0 16 Sep 2025
Xiangqi-R1: Enhancing Spatial Strategic Reasoning in LLMs for Chinese Chess via Reinforcement Learning Yuhao Chen Shuochen Liu Yuanjie Lyu Chao Zhang Jiayao Shi Tong Xu LRM 85 1 0 16 Jul 2025
Can Large Language Models Develop Strategic Reasoning? Post-training Insights from Learning Chess Dongyoon Hwang Hojoon Lee Jaegul Choo D. Park Jongho Park ReLM OffRL LRM 186 1 0 01 Jul 2025
Curious Causality-Seeking Agents Learn Meta Causal World Zhiyu Zhao Xue Yang Haifeng Zhang Jun Wang Francesco Faccio Jürgen Schmidhuber Mengyue Yang CML LRM 286 1 0 29 Jun 2025
From Multimodal Perception to Strategic Reasoning: A Survey on AI-Generated Game Commentary Qirui Zheng Xingbo Wang Keyuan Cheng Muhammad Asif Ali Yunlong Lu Wenxin Li 166 0 0 17 Jun 2025
Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning Xiangning Yu Zhuohan Wang Linyi Yang Haoxuan Li Anjie Liu Xiao Xue Jun Wang Mengyue Yang ReLM LRM ELM 381 5 0 11 Jun 2025
VisualSphinx: Large-Scale Synthetic Vision Logic Puzzles for RL Yichen Feng Zhangchen Xu Fengqing Jiang Yuetai Li Bhaskar Ramasubramanian Luyao Niu Bill Yuchen Lin Radha Poovendran ReLM LRM 138 7 0 29 May 2025
FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle SolvingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Guizhen Chen Weiwen Xu Hao Zhang Hou Pong Chan Chaoqun Liu Lidong Bing Deli Zhao Anh Tuan Luu Yu Rong ReLM LRM 281 8 0 27 Feb 2025
TextGames: Learning to Self-Play Text-Based Puzzle Games via Language Model Reasoning Frederikus Hudi Genta Indra Winata Ruochen Zhang Alham Fikri Aji ReLM LRM 355 5 0 25 Feb 2025
Complete Chess Games Enable LLM Become A Chess MasterNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Yinqi Zhang Xintian Han Haolong Li Kedi Chen Shaohui Lin ReLM ELM 258 8 0 26 Jan 2025
RL-LLM-DT: An Automatic Decision Tree Generation Method Based on RL Evaluation and LLM Enhancement Junjie Lin Jian Zhao Lin Liu Yue Deng Youpeng Zhao Lanxiao Huang Xia Lin Wengang Zhou Haoyang Li 252 2 0 16 Dec 2024
A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios Xiachong Feng Longxu Dou Ella Li Qinghao Wang Jian Shu Yu Guo Chang Ma Lingpeng Kong AI4CE LM&Ro LM&MA ELM LLMAG 401 14 0 05 Dec 2024
Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and EvaluationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Jaechang Kim Jinmin Goh Inseok Hwang Jaewoong Cho Jungseul Ok ELM 215 5 0 28 Oct 2024
GLEE: A Unified Framework and Benchmark for Language-based Economic Environments Eilam Shapira Omer Madmon Itamar Reinman S. Amouyal Roi Reichart Moshe Tennenholtz 326 13 0 07 Oct 2024
Human-aligned Chess with a Bit of Search Yiming Zhang Athul Paul Jacob Vivian Lai Daniel Fried Daphne Ippolito 132 4 0 04 Oct 2024
Exploring the Learning Capabilities of Language Models using LEVERWORLDSConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Eitan Wagner Amir Feder Omri Abend 123 0 0 01 Oct 2024
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf Xuanfa Jin Ziyan Wang Yali Du Meng Fang Haifeng Zhang Jun Wang OffRL LLMAG 404 17 0 30 May 2024
An Open-Source Reproducible Chess Robot for Human-Robot Interaction Research Renchi Zhang J. D. Winter Dimitra Dodou H. Seyffert Y. B. Eisma 392 3 0 28 May 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu AI4CE LLMAG LM&Ro LM&MA 644 106 0 02 Apr 2024
ChatMusician: Understanding and Generating Music Intrinsically with LLM Ti-Fen Pan Hanfeng Lin Yi Wang Zeyue Tian Shangda Wu ... Gus Xia Roger Dannenberg Wei Xue Shiyin Kang Wenhan Luo 270 84 0 25 Feb 2024
Natural Language Reinforcement Learning Xidong Feng Bo Liu Mengyue Yang Ziyan Wang Girish A. Koushiks Yali Du Ying Wen Jun Wang OffRL 263 11 0 11 Feb 2024
Chain of Images for Intuitively Reasoning Fanxu Meng Haotong Yang Yiding Wang Muhan Zhang LRM 204 15 0 09 Nov 2023