Graph Constrained Reinforcement Learning for Natural Language Action Spaces

23 January 2020

Prithviraj Ammanabrolu

Matthew J. Hausknecht

AI4CE

LLMAG

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Papers citing "Graph Constrained Reinforcement Learning for Natural Language Action Spaces"

26 / 26 papers shown

Title
TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui Xingdi Yuan Ziang Xiao Prithviraj Ammanabrolu Marc-Alexandre Côté LLMAG LRM 73 2 0 19 Apr 2025
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Andrey Kravchenko Mikhail Burtsev Evgeny Burnaev LLMAG RALM KELM 69 7 0 05 Jul 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 LLMAG LM&Ro AI4CE LM&MA 90 55 0 02 Apr 2024
Can Large Language Models Play Text Games Well? Current State-of-the-Art and Open Questions Chen Feng Tsai Xiaochen Zhou Sierra S. Liu Jing Li Mo Yu Hongyuan Mei LLMAG ELM AI4MH LM&MA 44 30 0 06 Apr 2023
Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction Vishal Jain W. Fedus Hugo Larochelle Doina Precup Marc G. Bellemare AI4CE 92 30 0 28 Nov 2019
Toward Automated Quest Generation in Text-Adventure Games Prithviraj Ammanabrolu William Broniec Alex Mueller Jeremy Paul Mark O. Riedl 23 29 0 13 Sep 2019
Interactive Fiction Games: A Colossal Adventure Matthew J. Hausknecht Prithviraj Ammanabrolu Marc-Alexandre Côté Xingdi Yuan LLMAG LM&Ro AI4CE 37 196 0 11 Sep 2019
Interactive Language Learning by Question Answering Xingdi Yuan Marc-Alexandre Côté Jie Fu Zhouhan Lin C. Pal Yoshua Bengio Adam Trischler 46 47 0 28 Aug 2019
Transfer in Deep Reinforcement Learning using Knowledge Graphs Prithviraj Ammanabrolu Mark O. Riedl 38 30 0 19 Aug 2019
Comprehensible Context-driven Text Game Playing Xusen Yin Jonathan May 34 33 0 06 May 2019
Learning to Speak and Act in a Fantasy Text Adventure Game Jack Urbanek Angela Fan Siddharth Karamcheti Saachi Jain Samuel Humeau Emily Dinan Tim Rocktaschel Douwe Kiela Arthur Szlam Jason Weston LLMAG 63 206 0 07 Mar 2019
NAIL: A General Interactive Fiction Agent Matthew J. Hausknecht Ricky Loynd Greg Yang Adith Swaminathan Jason D. Williams 28 39 0 12 Feb 2019
Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning Prithviraj Ammanabrolu Mark O. Riedl GNN 45 122 0 04 Dec 2018
Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning Tom Zahavy Matan Haroush Nadav Merlis D. Mankowitz Shie Mannor 67 189 0 06 Sep 2018
Story Ending Generation with Incremental Encoding and Commonsense Knowledge Jian Guan Yansen Wang Minlie Huang LRM 57 161 0 30 Aug 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 142 3,490 0 19 Aug 2018
TextWorld: A Learning Environment for Text-based Games Marc-Alexandre Côté Ákos Kádár Xingdi Yuan Ben A. Kybartas Tavian Barnes ... Matthew J. Hausknecht Layla El Asri Mahmoud Adada Wendy Tay Adam Trischler LLMAG 30 365 0 29 Jun 2018
Using reinforcement learning to learn how to play text-based games Mikuláš Zelinka LLMAG 28 13 0 06 Jan 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 306 19,991 0 30 Oct 2017
What can you do with a rock? Affordance extraction via word embeddings Nancy Fulda D. Ricks Ben Murdoch David Wingate 36 83 0 09 Mar 2017
A Knowledge-Grounded Neural Conversation Model Marjan Ghazvininejad Chris Brockett Ming-Wei Chang W. Dolan Jianfeng Gao Wen-tau Yih Michel Galley BDL 65 571 0 07 Feb 2017
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 161 8,805 0 04 Feb 2016
Deep Reinforcement Learning with a Natural Language Action Space Ji He Jianshu Chen Xiaodong He Jianfeng Gao Lihong Li Li Deng Mari Ostendorf 63 245 0 14 Nov 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 63 361 0 30 Jun 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 383 27,205 0 01 Sep 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 540 31,406 0 16 Jan 2013