text-based games

Text-based games to evaluate the Reinforcement Learning Agents

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Title	Date	Tasks	Status	Score
Learning to Follow Instructions in Text-Based Games	Nov 8, 2022	Decision MakingInstruction Following	CodeCode Available	5
Building Dynamic Knowledge Graphs from Text-based Games	Oct 21, 2019	Knowledge Graphstext-based games	CodeCode Available	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	5
A Minimal Approach for Natural Language Action Space in Text-based Games	May 6, 2023	Knowledge Graphstext-based games	CodeCode Available	5
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning	Mar 15, 2024	Natural Language Understandingreinforcement-learning	CodeCode Available	5
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games	Sep 24, 2020	Q-LearningReinforcement Learning (RL)	CodeCode Available	5
Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games	May 1, 2022	Deep Reinforcement LearningEfficient Exploration	CodeCode Available	5
Generalization in Text-based Games via Hierarchical Reinforcement Learning	Sep 21, 2021	Deep Reinforcement LearningHierarchical Reinforcement Learning	CodeCode Available	5
Neuro-Symbolic Approaches for Text-Based Policy Learning	Nov 1, 2021	Reinforcement Learning (RL)text-based games	CodeCode Available	5
Constructing Temporal Dynamic Knowledge Graphs from Interactive Text-based Games	Nov 3, 2023	Graph Neural NetworkKnowledge Graphs	CodeCode Available	5
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games	Mar 20, 2022	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	5
Towards automating Codenames spymasters with deep reinforcement learning	Dec 28, 2022	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
VisualHints: A Visual-Lingual Environment for Multimodal Reinforcement Learning	Oct 26, 2020	Atari Gamesreinforcement-learning	—Unverified	0
You Have Thirteen Hours in Which to Solve the Labyrinth: Enhancing AI Game Masters with Function Calling	Sep 11, 2024	text-based games	—Unverified	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
A Hybrid Neuro-Symbolic approach for Text-Based Games using Inductive Logic Programming	Nov 21, 2021	Inductive logic programmingNatural Language Understanding	—Unverified	0
Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction	Nov 28, 2019	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
Aligning to Social Norms and Values in Interactive Narratives	May 4, 2022	text-based games	—Unverified	0
An Analysis of Deep Reinforcement Learning Agents for Text-based Games	Sep 9, 2022	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
A Sequence Modelling Approach to Question Answering in Text-Based Games	Jul 1, 2022	Question Answeringtext-based games	—Unverified	0
Automatic Bug Detection in LLM-Powered Text-Based Games Using LLMs	Jun 6, 2024	Game Designtext-based games	—Unverified	0
Baselines for Reinforcement Learning in Text Games	Nov 7, 2018	reinforcement-learningReinforcement Learning	—Unverified	0
Better than Your Teacher: LLM Agents that learn from Privileged AI Feedback	Oct 7, 2024	Decision Makingtext-based games	—Unverified	0
Case-based Reasoning for Better Generalization in Textual Reinforcement Learning	Oct 16, 2021	Deep Reinforcement LearningOut-of-Distribution Generalization	—Unverified	0
Commonsense Knowledge from Scene Graphs for Textual Environments	Oct 19, 2022	Common Sense Reasoningtext-based games	—Unverified	0

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