Algorithmic Improvements for Deep Reinforcement Learning applied to
Interactive Fiction

Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction

28 November 2019

Hugo Larochelle

Marc G. Bellemare

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Papers citing "Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction"

16 / 16 papers shown

Title
A Generalist Hanabi Agent Arjun Vaithilingam Sudhakar Hadi Nekoei Mathieu Reymond Miao Liu Janarthanan Rajendran Sarath Chandar 481 0 0 17 Mar 2025
Learning to Follow Instructions in Text-Based Games Mathieu Tuli Andrew C. Li Pashootan Vaezipoor Toryn Q. Klassen Scott Sanner Sheila A. McIlraith 76 13 0 08 Nov 2022
An Analysis of Deep Reinforcement Learning Agents for Text-based Games Chen Chen Yue Dai Josiah Poon Caren Han LLMAG 36 2 0 09 Sep 2022
Interactive Machine Learning: A State of the Art Review Natnael A. Wondimu Cédric Buche U. Visser VLM HAI 102 10 0 13 Jul 2022
Affordance Extraction with an External Knowledge Database for Text-Based Simulated Environments P. Gelhausen M. Fischer G. Peters 40 1 0 01 Jul 2022
Multi-Stage Episodic Control for Strategic Exploration in Text Games Jens Tuyls Shunyu Yao Sham Kakade Karthik Narasimhan 89 26 0 04 Jan 2022
A Survey of Text Games for Reinforcement Learning informed by Natural Language P. Osborne Heido Nomm André Freitas AI4CE 101 24 0 20 Sep 2021
Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation Tiantian Zhang Xueqian Wang Bin Liang Bo Yuan OffRL 80 18 0 01 Sep 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 87 23 0 08 Jul 2021
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games Yunqiu Xu Meng Fang Ling-Hao Chen Yali Du Qiufeng Wang Chengqi Zhang OffRL 82 44 0 22 Oct 2020
An Overview of Natural Language State Representation for Reinforcement Learning Brielen Madureira David Schlangen OffRL 78 9 0 19 Jul 2020
How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds Prithviraj Ammanabrolu Ethan Tien Matthew J. Hausknecht Mark O. Riedl LLMAG 80 50 0 12 Jun 2020
Ecological Semantics: Programming Environments for Situated Language Understanding Ronen Tamari Gabriel Stanovsky Dafna Shahaf Reut Tsarfaty 56 3 0 10 Mar 2020
Learning Dynamic Belief Graphs to Generalize on Text-Based Games Ashutosh Adhikari Xingdi Yuan Marc-Alexandre Côté M. Zelinka Marc-Antoine Rondeau Romain Laroche Pascal Poupart Jian Tang Adam Trischler William L. Hamilton AI4CE 91 81 0 21 Feb 2020
How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure Agents Prithviraj Ammanabrolu Ethan Tien Z. Luo Mark O. Riedl 158 13 0 19 Feb 2020
Graph Constrained Reinforcement Learning for Natural Language Action Spaces Prithviraj Ammanabrolu Matthew J. Hausknecht AI4CE LLMAG 86 129 0 23 Jan 2020