text-based games

Text-based games to evaluate the Reinforcement Learning Agents

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Title	Date	Tasks	Status	Hype
Learning to Follow Instructions in Text-Based Games	Nov 8, 2022	Decision MakingInstruction Following	CodeCode Available	0
Commonsense Knowledge from Scene Graphs for Textual Environments	Oct 19, 2022	Common Sense Reasoningtext-based games	—Unverified	0
An Analysis of Deep Reinforcement Learning Agents for Text-based Games	Sep 9, 2022	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
TextWorldExpress: Simulating Text Games at One Million Steps Per Second	Aug 1, 2022	Common Sense Reasoningtext-based games	CodeCode Available	1
A Sequence Modelling Approach to Question Answering in Text-Based Games	Jul 1, 2022	Question Answeringtext-based games	—Unverified	0
Aligning to Social Norms and Values in Interactive Narratives	May 4, 2022	text-based games	—Unverified	0
Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games	May 1, 2022	Deep Reinforcement LearningEfficient Exploration	CodeCode Available	0
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games	Mar 20, 2022	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	0
Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning	Jan 21, 2022	Decision MakingDeep Reinforcement Learning	—Unverified	0
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
LOA: Logical Optimal Actions for Text-based Interaction Games	Oct 21, 2021	reinforcement-learningReinforcement Learning	CodeCode Available	1
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
Learning Knowledge Graph-based World Models of Textual Environments	Jun 17, 2021	Action ParsingKnowledge Graphs	—Unverified	0
Eye of the Beholder: Improved Relation Generalization for Text-based Reinforcement Learning Agents	Jun 9, 2021	reinforcement-learningReinforcement Learning (RL)	—Unverified	0
Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents	Mar 25, 2021	Decodertext-based games	—Unverified	0
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations	Feb 22, 2021	Decision MakingGraph Attention	—Unverified	0
Playing Text-Based Games with Common Sense	Dec 4, 2020	Common Sense ReasoningDeep Reinforcement Learning	—Unverified	0

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