{"total":27,"rows":[{"id":"2202.01771","title":"Pre-Trained Language Models for Interactive Decision-Making","created":"2022-02-03","cited_by_count":221,"area":null},{"id":"2305.13246","title":"Interactive Natural Language Processing","created":"2023-05-22","cited_by_count":31,"area":null},{"id":"2110.10963","title":"Neuro-Symbolic Reinforcement Learning with First-Order Logic","created":"2021-10-21","cited_by_count":30,"area":null},{"id":"2201.01251","title":"Multi-Stage Episodic Control for Strategic Exploration in Text Games","created":"2022-01-04","cited_by_count":22,"area":null},{"id":"2107.04132","title":"A Systematic Survey of Text Worlds as Embodied Natural Language Environments","created":"2021-07-08","cited_by_count":17,"area":null},{"id":"2103.07011","title":"Towards Socially Intelligent Agents with Mental State Transition and Human Utility","created":"2021-03-12","cited_by_count":14,"area":null},{"id":"2109.09478","title":"A Survey of Text Games for Reinforcement Learning informed by Natural Language","created":"2021-09-20","cited_by_count":14,"area":null},{"id":"2405.19793","title":"PDDLEGO: Iterative Planning in Textual Environments","created":"2024-05-30","cited_by_count":14,"area":null},{"id":"2208.01174","title":"TextWorldExpress: Simulating Text Games at One Million Steps Per Second","created":"2022-08-01","cited_by_count":13,"area":null},{"id":"2211.04591","title":"Learning to Follow Instructions in Text-Based Games","created":"2022-11-08","cited_by_count":12,"area":null},{"id":"2109.09968","title":"Generalization in Text-based Games via Hierarchical Reinforcement Learning","created":"2021-09-21","cited_by_count":11,"area":null},{"id":"2504.14128","title":"TALES: Text Adventure Learning Environment Suite","created":"2025-04-19","cited_by_count":11,"area":null},{"id":"2103.02363","title":"Reinforcement Learning with External Knowledge by using Logical Neural Networks","created":"2021-03-03","cited_by_count":10,"area":null},{"id":"2204.09597","title":"Perceiving the World: Question-guided Reinforcement Learning for Text-based Games","created":"2022-03-20","cited_by_count":10,"area":null},{"id":"2210.07382","title":"Behavior Cloned Transformers are Neurosymbolic Reasoners","created":"2022-10-13","cited_by_count":10,"area":null},{"id":"2110.10973","title":"LOA: Logical Optimal Actions for Text-based Interaction Games","created":"2021-10-21","cited_by_count":6,"area":null},{"id":"2203.04806","title":"One-Shot Learning from a Demonstration with Hierarchical Latent Language","created":"2022-03-09","cited_by_count":6,"area":null},{"id":"2307.02689","title":"Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning","created":"2023-07-05","cited_by_count":4,"area":null},{"id":"2306.08400","title":"Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning","created":"2023-06-14","cited_by_count":3,"area":null},{"id":"2505.14763","title":"Unifying Inference-Time Planning Language Generation","created":"2025-05-20","cited_by_count":3,"area":null},{"id":"2510.05486","title":"Language Model as Planner and Formalizer under Constraints","created":"2025-10-07","cited_by_count":3,"area":null},{"id":"2103.09977","title":"Situated Language Learning via Interactive Narratives","created":"2021-03-18","cited_by_count":2,"area":null},{"id":"2109.00077","title":"Interactive Machine Comprehension with Dynamic Knowledge Graphs","created":"2021-08-31","cited_by_count":2,"area":null},{"id":"2209.04105","title":"An Analysis of Deep Reinforcement Learning Agents for Text-based Games","created":"2022-09-09","cited_by_count":1,"area":null},{"id":"2401.05822","title":"Towards Goal-Oriented Agents for Evolving Problems Observed via Conversation","created":"2024-01-11","cited_by_count":1,"area":null},{"id":"2505.13126","title":"Iterative Formalization and Planning in Partially Observable Environments","created":"2025-05-19","cited_by_count":1,"area":null},{"id":"2202.00466","title":"Learning Invariable Semantical Representation from Language for Extensible Policy Generalization","created":"2022-01-26","cited_by_count":0,"area":null}],"next_cursor":null}