A Study on Training and Developing Large Language Models for Behavior Tree Generation

16 January 2024

Papers citing "A Study on Training and Developing Large Language Models for Behavior Tree Generation"

30 / 30 papers shown

Title
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator Chengshu Li Jacky Liang Andy Zeng Xinyun Chen Karol Hausman Dorsa Sadigh Sergey Levine Fei-Fei Li Fei Xia Brian Ichter LLMAG LRM 51 80 0 07 Dec 2023
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets Lifan Yuan Yangyi Chen Xingyao Wang Yi R. Fung Hao Peng Heng Ji LLMAG KELM 72 64 0 29 Sep 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 75 640 0 18 Aug 2023
OctoPack: Instruction Tuning Code Large Language Models Niklas Muennighoff Qian Liu A. Zebaze Qinkai Zheng Binyuan Hui Terry Yue Zhuo Swayam Singh Xiangru Tang Leandro von Werra Shayne Longpre VLM ALM 90 125 0 14 Aug 2023
InstructEval: Systematic Evaluation of Instruction Selection Methods Anirudh Ajith Chris Pan Mengzhou Xia Ameet Deshpande Karthik Narasimhan ELM 37 16 0 01 Jul 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 220 4,085 0 09 Jun 2023
Gorilla: Large Language Model Connected with Massive APIs Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 61 540 0 24 May 2023
Reasoning with Language Model is Planning with World Model Shibo Hao Yi Gu Haodi Ma Joshua Jiahua Hong Zhen Wang D. Wang Zhiting Hu ReLM LRM LLMAG 89 539 0 24 May 2023
Learning to Adapt the Parameters of Behavior Trees and Motion Generators (BTMGs) to Task Variations Faseeh Ahmad Matthias Mayr Volker Krueger 48 11 0 14 Mar 2023
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization Srinivasan Iyer Xi Lin Ramakanth Pasunuru Todor Mihaylov Daniel Simig ... Jeff Wang Christopher Dewan Asli Celikyilmaz Luke Zettlemoyer Veselin Stoyanov ALM 87 262 0 22 Dec 2022
In-context Examples Selection for Machine Translation Sweta Agrawal Chunting Zhou M. Lewis Luke Zettlemoyer Marjan Ghazvininejad LRM 74 191 0 05 Dec 2022
What Language Model to Train if You Have One Million GPU Hours? Teven Le Scao Thomas Wang Daniel Hesslow Lucile Saulnier Stas Bekman ... Lintang Sutawika Jaesung Tae Zheng-Xin Yong Julien Launay Iz Beltagy MoE AI4CE 245 105 0 27 Oct 2022
EvolvingBehavior: Towards Co-Creative Evolution of Behavior Trees for Game NPCs Nathan Partlan Luis Soto J. Howe Sarthak Shrivastava M. S. El-Nasr Stacy Marsella 38 8 0 01 Sep 2022
Efficiently Evolving Swarm Behaviors Using Grammatical Evolution With PPA-style Behavior Trees Aadesh Neupane M. Goodrich 25 3 0 29 Mar 2022
Competition-Level Code Generation with AlphaCode Yujia Li David Choi Junyoung Chung Nate Kushman Julian Schrittwieser ... Esme Sutherland Robson Pushmeet Kohli Nando de Koray Kavukcuoglu Oriol Vinyals 46 1,337 0 08 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 567 9,009 0 28 Jan 2022
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization I. Oren Jonathan Herzig Jonathan Berant 45 31 0 06 Sep 2021
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 86 1,846 0 16 Aug 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 224 657 0 20 May 2021
Synthetic Data for Model Selection Alon Shoshan Nadav Bhonker Igor Kviatkovsky Matan Fintz Gérard Medioni 23 5 0 03 May 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 130 2,307 0 20 Apr 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 81 1,520 0 18 Mar 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 324 1,343 0 17 Jan 2021
Learning Behavior Trees with Genetic Programming in Unpredictable Environments Matteo Iovino Jonathan Styrud Pietro Falco Christian Smith 29 37 0 06 Nov 2020
New Oracle-Efficient Algorithms for Private Synthetic Data Release G. Vietri Grace Tian Mark Bun Thomas Steinke Zhiwei Steven Wu SyDa 138 76 0 10 Jul 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark Liang Xu Hai Hu Xuanwei Zhang Lu Li Chenjie Cao ... Cong Yue Xinrui Zhang Zhen-Yi Yang Kyle Richardson Zhenzhong Lan ELM 66 381 0 13 Apr 2020
ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks Mohit Shridhar Jesse Thomason Daniel Gordon Yonatan Bisk Winson Han Roozbeh Mottaghi Luke Zettlemoyer Dieter Fox LM&Ro 75 758 0 03 Dec 2019
SPoC: Search-based Pseudocode to Code Sumith Kulal Panupong Pasupat Kartik Chandra Mina Lee Oded Padon A. Aiken Percy Liang 44 215 0 12 Jun 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 172 2,287 0 02 May 2019
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 376 4,444 0 18 Apr 2017