NeurIPS 2024 Workshop LanGame Submissions

Beyond Benchmarking: Automated Capability Discovery via Model Self-Exploration
Cong Lu, Shengran Hu, Jeff Clune
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
S2L-RM: Short-to-Long Reward Modeling
Changyu Chen, Zichen Liu, Haonan Wang, Chao Du, Tianyu Pang, Qian Liu, Arunesh Sinha, Pradeep Varakantham, Min Lin
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
AidanBench: Evaluating Novel Idea Generation on Open-Ended Questions
Aidan McLaughlin, Anuja Uppuluri, James Campbell
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
LlaMa meets Cheburashka: impact of cultural background for LLM quiz reasoning
Mikhail Lifar, Bogdan Protsenko, Daniil Kupriianenko, Nazar Chubkov, Kulaev Kirill Dmitrievich, Alexander Guda, Irina Piontkovskaya
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Sample-Efficient Alignment for LLMs
Zichen Liu, Changyu Chen, Chao Du, Wee Sun Lee, Min Lin
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
PIANIST: Learning Partially Observable World Models with LLMs for Multi-Agent Decision Making
Jonathan Light, Sixue Xing, Yuanzhe Liu, Weiqin Chen, Min Cai, Xiusi Chen, Guanzhi Wang, Wei Cheng, Yisong Yue, Ziniu Hu
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Efficacy of Language Model Self-Play in Non-Zero-Sum Games
Austen Liao, Nicholas Tomlin, Dan Klein
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Spotlight
- Readers: Everyone
GameBench: Evaluating Strategic Reasoning Abilities of LLM Agents
Anthony Costarelli, Mat Allen, Roman Hauksson, Grace Sodunke, Suhas Hariharan, Carlson Cheng, Wenjie Li, Joshua M Clymer, Arjun Yadav
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Creativity Has Entered the Chat, With a Stranger: Novelty is a Nash Equilibrium
Kotaro Sakamoto, Shiro Takagi, Shuhei Ogawa, Yutaka Matsuo
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
On Reward Functions For Self-Improving Chain-of-Thought Reasoning Without Supervised Datasets (Abridged Version)
Thomas Foster, Eltayeb Ahmed, Jonathan Cook, Shalev Lifshitz, Tim Rocktäschel, Jakob Nicolaus Foerster
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Situated Instruction Following Under Ambiguous Human Intent
So Yeon Min, Xavier Puig, Devendra Singh Chaplot, Tsung-Yen Yang, Akshara Rai, Priyam Parashar, Russ Salakhutdinov, Yonatan Bisk, Roozbeh Mottaghi
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Embodied-RAG: General Non-parametric Embodied Memory for Retrieval and Generation
Quanting Xie, So Yeon Min, Tianyi Zhang, Kedi Xu, Aarav Bajaj, Russ Salakhutdinov, Matthew Johnson-Roberson, Yonatan Bisk
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Embodied LLM Agents Learn to Cooperate in Organized Teams
Xudong Guo, Kaixuan Huang, Jiale Liu, Wenhui Fan, Natalia Vélez, Qingyun Wu, Huazheng Wang, Thomas L. Griffiths, Mengdi Wang
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
OnThePlanning Abilities of OpenAI’s o1 Models: Feasibility, Optimality, and Generalizability
Kevin Wang, Junbo Li, Neel P. Bhatt, Yihan Xi, qiang liu, ufuk topcu, Zhangyang Wang
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Mimicking Human Emotions: Persona-Driven Behavior of LLMs in the ‘Buy and Sell’ Negotiation Game
mingyu jeon, Jae Young Suh
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
TICKing All the Boxes: Generated Checklists Improve LLM Evaluation and Generation
Jonathan Cook, Tim Rocktäschel, Jakob Nicolaus Foerster, Dennis Aumiller, Alex Wang
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
What Makes Your Model a Low-empathy or Warmth Person: Exploring the Oringins of Personality in LLMs
Shu Yang, Shenzhe Zhu, Liang Liu, Mengdi Li, Lijie Hu, Di Wang
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Games as Ontology Engines: AI and LLMs Invoke Spatiotemporal and Metaphysical Realities in Virtual Worlds
Jasmine Roberts, Andrzej Banburski
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Stutter Makes Smarter: Learning Self-Improvement for Large Language Models
Pei-Chen Ho, Meng-Hsi Chen, Alberto Bernacchia, Philipp Ennen, Yen-Chen Wu, Da-shan Shiu
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Evolving Alignment via Asymmetric Self-Play
Ziyu Ye, Rishabh Agarwal, Tianqi Liu, Rishabh Joshi, Sarmishta Velury, Quoc V Le, Qijun Tan, Yuan Liu
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Spotlight
- Readers: Everyone
Sharing Minds during MARL Training for Enhanced Cooperative LLM Agents
Jiaxuan Gao, Yule Wen, Chao Yu, Yi Wu
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?
Wenzhe Li, Yong Lin, Mengzhou Xia, Chi Jin
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
PokéChamp: an Expert-level Minimax Language Agent for Competitive Pokémon
Seth Karten, Andy Luu Nguyen, Chi Jin
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
Communication via Shared Memory Improves Multi-agent Pathfinding
Alsu Sagirova, Yuri Kuratov, Mikhail Burtsev
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone
CoPS: Empowering LLM Agents with Provable Cross-Task Experience Sharing
Chen Yang, Chenyang Zhao, Quanquan Gu, Dongruo Zhou
- Published: 30 Oct 2024, Last Modified: 13 Dec 2024
- LanGame Poster
- Readers: Everyone