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text-based games

Text-based games to evaluate the Reinforcement Learning Agents

Papers

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Showing 41–50 of 75 papers

Title	Date	Tasks	Status	Hype
A Hybrid Neuro-Symbolic approach for Text-Based Games using Inductive Logic Programming	Nov 21, 2021	Inductive logic programmingNatural Language Understanding	—Unverified	0
Neuro-Symbolic Approaches for Text-Based Policy Learning	Nov 1, 2021	Reinforcement Learning (RL)text-based games	CodeCode Available	0
Neuro-Symbolic Reinforcement Learning with First-Order Logic	Oct 21, 2021	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
Case-based Reasoning for Better Generalization in Textual Reinforcement Learning	Oct 16, 2021	Deep Reinforcement LearningOut-of-Distribution Generalization	—Unverified	0
Learning Object-Oriented Dynamics for Planning from Text	Sep 29, 2021	Decision MakingObject	—Unverified	0
Goal Randomization for Playing Text-based Games without a Reward Function	Sep 29, 2021	Decision MakingSequential Decision Making	—Unverified	0
Generalization in Text-based Games via Hierarchical Reinforcement Learning	Sep 21, 2021	Deep Reinforcement LearningHierarchical Reinforcement Learning	CodeCode Available	0
Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games	Aug 1, 2021	Imitation LearningMeta Reinforcement Learning	—Unverified	0
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations	Aug 1, 2021	Graph AttentionReinforcement Learning (RL)	—Unverified	0
Pre-trained Language Models as Prior Knowledge for Playing Text-based Games	Jul 18, 2021	text-based games	CodeCode Available	0

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