text-based games

Text-based games to evaluate the Reinforcement Learning Agents

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Title	Date	Tasks	Status	Hype	Score
Learning Dynamic Belief Graphs to Generalize on Text-Based Games	Feb 21, 2020	Decision MakingKnowledge Graphs	CodeCode Available	1	5
How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure Agents	Feb 19, 2020	Knowledge Graphsreinforcement-learning	CodeCode Available	1	5
Large Language Models Are Neurosymbolic Reasoners	Jan 17, 2024	Common Sense ReasoningMath	CodeCode Available	1	5
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines	Oct 8, 2020	Common Sense ReasoningCommonsense Reasoning for RL	CodeCode Available	1	5
LOA: Logical Optimal Actions for Text-based Interaction Games	Oct 21, 2021	reinforcement-learningReinforcement Learning	CodeCode Available	1	5
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games	May 24, 2023	Code GenerationCommon Sense Reasoning	CodeCode Available	1	5
ScriptWorld: Text Based Environment For Learning Procedural Knowledge	Jul 8, 2023	Language ModelingLanguage Modelling	CodeCode Available	1	5
Keep CALM and Explore: Language Models for Action Generation in Text-based Games	Oct 6, 2020	Action GenerationLanguage Modeling	CodeCode Available	1	5
How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds	Jun 12, 2020	text-based games	CodeCode Available	1	5
TextWorldExpress: Simulating Text Games at One Million Steps Per Second	Aug 1, 2022	Common Sense Reasoningtext-based games	CodeCode Available	1	5
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games	Mar 20, 2022	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	0	5
Learning to Follow Instructions in Text-Based Games	Nov 8, 2022	Decision MakingInstruction Following	CodeCode Available	0	5
Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games	Apr 14, 2023	Knowledge Distillationtext-based games	CodeCode Available	0	5
Neuro-Symbolic Approaches for Text-Based Policy Learning	Nov 1, 2021	Reinforcement Learning (RL)text-based games	CodeCode Available	0	5
Persona Dynamics: Unveiling the Impact of Personality Traits on Agents in Text-Based Games	Apr 9, 2025	Decision Makingtext-based games	CodeCode Available	0	5
Language Understanding for Text-based Games Using Deep Reinforcement Learning	Jun 30, 2015	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	0	5
A Minimal Approach for Natural Language Action Space in Text-based Games	May 6, 2023	Knowledge Graphstext-based games	CodeCode Available	0	5
DiffG-RL: Leveraging Difference between State and Common Sense	Nov 29, 2022	Common Sense Reasoningtext-based games	CodeCode Available	0	5
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games	Oct 22, 2020	Decision MakingDeep Reinforcement Learning	CodeCode Available	0	5
Deep Reinforcement Learning with a Natural Language Action Space	Nov 14, 2015	Deep Reinforcement LearningQ-Learning	CodeCode Available	0	5
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games	Sep 24, 2020	Q-LearningReinforcement Learning (RL)	CodeCode Available	0	5
Generalization in Text-based Games via Hierarchical Reinforcement Learning	Sep 21, 2021	Deep Reinforcement LearningHierarchical Reinforcement Learning	CodeCode Available	0	5
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning	Mar 15, 2024	Natural Language Understandingreinforcement-learning	CodeCode Available	0	5
Building Dynamic Knowledge Graphs from Text-based Games	Oct 21, 2019	Knowledge Graphstext-based games	CodeCode Available	0	5
Counting to Explore and Generalize in Text-based Games	Jun 29, 2018	text-based games	CodeCode Available	0	5

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