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08/04/2023
A Controllable Co-Creative Agent for Game System Design
Many advancements have been made in procedural content generation for ga...
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08/03/2023
Thespian: Multi-Character Text Role-Playing Game Agents
Text-adventure games and text role-playing games are grand challenges fo...
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08/03/2023
Ambient Adventures: Teaching ChatGPT on Developing Complex Stories
Imaginative play is an area of creativity that could allow robots to eng...
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07/28/2023
Dialogue Shaping: Empowering Agents through NPC Interaction
One major challenge in reinforcement learning (RL) is the large amount o...
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05/24/2023
Improving Language Models with Advantage-based Offline Policy Gradients
Improving language model generations according to some user-defined qual...
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05/20/2023
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer
In real-world scenarios, labeled samples for dialogue summarization are ...
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05/10/2023
Why Don't You Do Something About It? Outlining Connections between AI Explanations and User Actions
A core assumption of explainable AI systems is that explanations change ...
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01/24/2023
Story Shaping: Teaching Agents Human-like Behavior with Stories
Reward design for reinforcement learning agents can be difficult in situ...
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08/04/2022
Creative Wand: A System to Study Effects of Communications in Co-Creative Settings
Recent neural generation systems have demonstrated the potential for pro...
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04/16/2022
Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes
Multi-hop Question Answering (QA) is a challenging task since it require...
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03/23/2022
NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty
A robust body of reinforcement learning techniques have been developed t...
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08/26/2021
Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts
Dialogue models trained on human conversations inadvertently learn to ge...
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05/04/2021
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning
Transformer-based language model approaches to automated story generatio...
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03/23/2021
Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control Codes
We describe a Plug-and-Play controllable language generation framework, ...
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09/25/2020
Weird AI Yankovic: Generating Parody Lyrics
Lyrics parody swaps one set of words that accompany a melody with a new ...
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08/13/2020
The Transformation of Patient-Clinician Relationships With AI-Based Medical Advice: A "Bring Your Own Algorithm" Era in Healthcare
One of the dramatic trends at the intersection of computing and healthca...
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02/22/2020
Conceptual Game Expansion
Automated game design is the problem of automatically producing games th...
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12/07/2019
Learning Norms from Stories: A Prior for Value Aligned Agents
Value alignment is a property of an intelligent agent indicating that it...
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08/02/2019
Improving Deep Reinforcement Learning in Minecraft with Action Advice
Training deep reinforcement learning agents complex behaviors in 3D virt...
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06/10/2019
Making CNNs for Video Parsing Accessible
The ability to extract sequences of game events for high-resolution e-sp...
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03/22/2019
An Interaction Framework for Studying Co-Creative AI
Machine learning has been applied to a number of creative, design-orient...
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01/18/2019
Friend, Collaborator, Student, Manager: How Design of an AI-Driven Game Level Editor Affects Creators
Machine learning advances have afforded an increase in algorithms capabl...
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01/11/2019
Automated Rationale Generation: A Technique for Explainable AI and its Effects on Human Perceptions
Automated rationale generation is an approach for real-time explanation ...
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09/25/2018
Towards Automated Let's Play Commentary
We introduce the problem of generating Let's Play-style commentary of ga...
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09/25/2018
Co-Creative Level Design via Machine Learning
Procedural Level Generation via Machine Learning (PLGML), the study of g...
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09/25/2018
Explainable PCGML via Game Design Patterns
Procedural content generation via Machine Learning (PCGML) is the umbrel...
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09/06/2018
Player Experience Extraction from Gameplay Video
The ability to extract the sequence of game events for a given player's ...
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09/06/2018
Automated Game Design via Conceptual Expansion
Automated game design has remained a key challenge within the field of G...
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06/28/2018
GenerationMania: Learning to Semantically Choreograph
Beatmania is a rhythm action game where players play the role of a DJ th...
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03/15/2018
A Simple and Effective Approach to the Story Cloze Test
In the Story Cloze Test, a system is presented with a 4-sentence prompt ...
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03/08/2016
Learning to Blend Computer Game Levels
We present an approach to generate novel computer game levels that blend...
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02/23/2016