Hierarchical Decision Making by Generating and Following Natural Language Instructions

3 June 2019

Papers citing "Hierarchical Decision Making by Generating and Following Natural Language Instructions"

21 / 21 papers shown

Title
Hierarchical Macro Strategy Model for MOBA Game AI Bin Wu Qiang Fu Jing Liang Peng-fei Qu Xiaoqian Li Liang Wang Wei Liu Wei Yang Yongsheng Liu 54 63 0 19 Dec 2018
TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game Peng Sun Xinghai Sun Lei Han Jiechao Xiong Qing Wang ... Yang Zheng Ji Liu Yongsheng Liu Han Liu Tong Zhang 52 76 0 19 Sep 2018
Speaker-Follower Models for Vision-and-Language Navigation Daniel Fried Ronghang Hu Volkan Cirik Anna Rohrbach Jacob Andreas Louis-Philippe Morency Taylor Berg-Kirkpatrick Kate Saenko Dan Klein Trevor Darrell LM&Ro LRM 314 500 0 07 Jun 2018
Relational Deep Reinforcement Learning V. Zambaldi David Raposo Adam Santoro V. Bapst Yujia Li ... Victoria Langston Razvan Pascanu M. Botvinick Oriol Vinyals Peter W. Battaglia OffRL 154 221 0 05 Jun 2018
Hierarchical Text Generation and Planning for Strategic Dialogue Denis Yarats M. Lewis 50 55 0 15 Dec 2017
Unified Pragmatic Models for Generating and Following Instructions Daniel Fried Jacob Andreas Dan Klein LRM 47 118 0 14 Nov 2017
StarCraft II: A New Challenge for Reinforcement Learning Oriol Vinyals T. Ewalds Sergey Bartunov Petko Georgiev A. Vezhnevets ... Anthony Brunasso David Lawrence Anders Ekermo J. Repp Rodney Tsing 76 874 0 16 Aug 2017
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games Yuandong Tian Qucheng Gong Wenling Shang Yuxin Wu C. L. Zitnick OffRL 53 126 0 04 Jul 2017
Grounded Language Learning in a Simulated 3D World Karl Moritz Hermann Felix Hill Simon Green Fumin Wang Ryan Faulkner ... Denis Teplyashin Marcus Wainwright C. Apps Demis Hassabis Phil Blunsom LM&Ro 42 306 0 20 Jun 2017
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning Junhyuk Oh Satinder Singh Honglak Lee Pushmeet Kohli OffRL 133 269 0 15 Jun 2017
ParlAI: A Dialog Research Software Platform Alexander H. Miller Will Feng Adam Fisch Jiasen Lu Dhruv Batra Antoine Bordes Devi Parikh Jason Weston 73 375 0 18 May 2017
Modular Multitask Reinforcement Learning with Policy Sketches Jacob Andreas Dan Klein Sergey Levine OffRL 138 461 0 06 Nov 2016
TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games Gabriel Synnaeve Nantas Nardelli Alex Auvolat Soumith Chintala Timothée Lacroix Zeming Lin Florian Richoux Nicolas Usunier GNN 47 105 0 01 Nov 2016
Navigational Instruction Generation as Inverse Reinforcement Learning with Neural Machine Translation Andrea F. Daniele Joey Tianyi Zhou Matthew R. Walter LM&Ro 60 40 0 11 Oct 2016
The Option-Critic Architecture Pierre-Luc Bacon J. Harb Doina Precup OffRL 64 1,087 0 16 Sep 2016
Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks Nicolas Usunier Gabriel Synnaeve Zeming Lin Soumith Chintala 51 138 0 10 Sep 2016
A Deep Hierarchical Approach to Lifelong Learning in Minecraft Chen Tessler Shahar Givony Tom Zahavy D. Mankowitz Shie Mannor CLL 126 380 0 25 Apr 2016
MazeBase: A Sandbox for Learning from Games Sainbayar Sukhbaatar Arthur Szlam Gabriel Synnaeve Soumith Chintala Rob Fergus 59 80 0 23 Nov 2015
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter LM&Ro 86 244 0 12 Jun 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 125 12,227 0 19 Dec 2013
Implementing a Wall-In Building Placement in StarCraft with Declarative Programming Michal Certicky 42 20 0 19 Jun 2013