text-based games

Text-based games to evaluate the Reinforcement Learning Agents

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 51–75 of 75 papers

Title	Date	Tasks	Status	Hype
VisualHints: A Visual-Lingual Environment for Multimodal Reinforcement Learning	Oct 26, 2020	Atari Gamesreinforcement-learning	—Unverified	0
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games	Oct 22, 2020	Decision MakingDeep Reinforcement Learning	CodeCode Available	0
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines	Oct 8, 2020	Common Sense ReasoningCommonsense Reasoning for RL	CodeCode Available	1
Keep CALM and Explore: Language Models for Action Generation in Text-based Games	Oct 6, 2020	Action GenerationLanguage Modeling	CodeCode Available	1
Sentiment Analysis for Reinforcement Learning	Oct 5, 2020	Dialogue Generationreinforcement-learning	—Unverified	0
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games	Sep 24, 2020	Q-LearningReinforcement Learning (RL)	CodeCode Available	0
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Approaches	Jul 12, 2020	Decision MakingReinforcement Learning (RL)	—Unverified	0
How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds	Jun 12, 2020	text-based games	CodeCode Available	1
Learning Dynamic Belief Graphs to Generalize on Text-Based Games	Feb 21, 2020	Decision MakingKnowledge Graphs	CodeCode Available	1
How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure Agents	Feb 19, 2020	Knowledge Graphsreinforcement-learning	CodeCode Available	1
Exploration Based Language Learning for Text-Based Games	Jan 24, 2020	Imitation Learningtext-based games	—Unverified	0
Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction	Nov 28, 2019	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
Building Dynamic Knowledge Graphs from Text-based Games	Oct 21, 2019	Knowledge Graphstext-based games	CodeCode Available	0
LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games	Sep 4, 2019	Atari GamesDeep Reinforcement Learning	—Unverified	0
Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces	May 23, 2019	compressed sensingDecision Making	—Unverified	0
Towards Solving Text-based Games by Producing Adaptive Action Spaces	Dec 3, 2018	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	0
Baselines for Reinforcement Learning in Text Games	Nov 7, 2018	reinforcement-learningReinforcement Learning	—Unverified	0
Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning	Sep 6, 2018	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
TextWorld: A Learning Environment for Text-based Games	Jun 29, 2018	Reinforcement Learningtext-based games	CodeCode Available	0
Counting to Explore and Generalize in Text-based Games	Jun 29, 2018	text-based games	CodeCode Available	0
Language Expansion In Text-Based Games	May 17, 2018	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
Using reinforcement learning to learn how to play text-based games	Jan 6, 2018	reinforcement-learningReinforcement Learning	CodeCode Available	0
Playing with Embeddings : Evaluating embeddings for Robot Language Learning through MUD Games	Sep 1, 2017	Machine TranslationRobot Navigation	—Unverified	0
Deep Reinforcement Learning with a Natural Language Action Space	Nov 14, 2015	Deep Reinforcement LearningQ-Learning	CodeCode Available	0
Language Understanding for Text-based Games Using Deep Reinforcement Learning	Jun 30, 2015	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	0

Show:10 25 50

← PrevPage 2 of 2Next →

No leaderboard results yet.