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text-based games

Text-based games to evaluate the Reinforcement Learning Agents

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TitleStatusHype
Large Language Models Are Neurosymbolic ReasonersCode1
ScriptWorld: Text Based Environment For Learning Procedural KnowledgeCode1
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text GamesCode1
TextWorldExpress: Simulating Text Games at One Million Steps Per SecondCode1
LOA: Logical Optimal Actions for Text-based Interaction GamesCode1
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and BaselinesCode1
Keep CALM and Explore: Language Models for Action Generation in Text-based GamesCode1
How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual WorldsCode1
Learning Dynamic Belief Graphs to Generalize on Text-Based GamesCode1
How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure AgentsCode1
SituatedThinker: Grounding LLM Reasoning with Real-World through Situated ThinkingCode0
Monte Carlo Planning with Large Language Model for Text-Based Game Agents—0
TextArenaCode0
Persona Dynamics: Unveiling the Impact of Personality Traits on Agents in Text-Based GamesCode0
TextGames: Learning to Self-Play Text-Based Puzzle Games via Language Model ReasoningCode0
Positive Experience Reflection for Agents in Interactive Text Environments—0
Malinowski in the Age of AI: Can large language models create a text game based on an anthropological classic?—0
Better than Your Teacher: LLM Agents that learn from Privileged AI Feedback—0
You Have Thirteen Hours in Which to Solve the Labyrinth: Enhancing AI Game Masters with Function Calling—0
STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language ModelsCode0
Automatic Bug Detection in LLM-Powered Text-Based Games Using LLMs—0
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement LearningCode0
Language Model-In-The-Loop: Data Optimal Approach to Learn-To-Recommend Actions in Text Games—0
Constructing Temporal Dynamic Knowledge Graphs from Interactive Text-based GamesCode0
Knowledge-enhanced Agents for Interactive Text Games—0
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