Adapting User Interfaces with Model-based Reinforcement Learning

Adapting User Interfaces with Model-based Reinforcement Learning

11 March 2021

Kashyap Todi

Antti Oulasvirta

Papers citing "Adapting User Interfaces with Model-based Reinforcement Learning"

18 / 18 papers shown

Title
Adaptive 3D UI Placement in Mixed Reality Using Deep Reinforcement Learning Feiyu Lu Mengyu Chen Hsiang Hsu Pranav Deshpande Cheng Yao Wang Blair MacIntyre 32 3 0 30 Apr 2025
Composable Prompting Workspaces for Creative Writing: Exploration and Iteration Using Dynamic Widgets Rifat Mehreen Amin Oliver Hans Kühle Daniel Buschek A. Butz 50 0 0 27 Mar 2025
The CoExplorer Technology Probe: A Generative AI-Powered Adaptive Interface to Support Intentionality in Planning and Running Video Meetings Gun Woo Park Payod Panda Lev Tankelevitch Sean Rintel 28 12 0 28 May 2024
Reinforcement Learning-Based Framework for the Intelligent Adaptation of User Interfaces Daniel Gaspar-Figueiredo M. Fernández-Diego Ruben Nuredini S. Abrahão Emilio Insfrán 24 3 0 15 May 2024
Generating User Experience Based on Personas with AI Assistants Yutan Huang 37 3 0 02 May 2024
Towards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning Zana Buçinca S. Swaroop Amanda E. Paluch Susan A. Murphy Krzysztof Z. Gajos 28 9 0 09 Mar 2024
OpenAgents: An Open Platform for Language Agents in the Wild Tianbao Xie Fan Zhou Zhoujun Cheng Peng Shi Luoxuan Weng ... Yiheng Xu Hongjin Su Dongchan Shin Caiming Xiong Tao Yu LLMAG 33 87 0 16 Oct 2023
A Framework for Computational Design and Adaptation of Extended Reality User Interfaces Kashyap Todi Tanya R. Jonker 13 3 0 07 Sep 2023
Interacting with Masculinities: A Scoping Review Katie Seaborn AI4TS AI4CE 14 3 0 22 Apr 2023
Beyond Games: A Systematic Review of Neural Monte Carlo Tree Search Applications Marco Kemmerling Daniel Lutticke Robert H. Schmitt 32 14 0 14 Mar 2023
Adaptive user interfaces in systems targeting chronic disease: a systematic literature review Wen Wang Hourieh Khalajzadeh Anuradha Madugalla Jennifer McIntosh Humphrey O. Obie 27 7 0 17 Nov 2022
MUG: Interactive Multimodal Grounding on User Interfaces Tao Li Gang Li Jingjie Zheng Purple Wang Yang Li LLMAG 38 8 0 29 Sep 2022
MARLUI: Multi-Agent Reinforcement Learning for Adaptive UIs T. Langerak Sammy Christen Mert Albaba Christoph Gebhardt Otmar Hilliges OffRL 19 0 0 26 Sep 2022
Computational Adaptation of XR Interfaces Through Interaction Simulation Kashyap Todi B. Lafreniere Tanya Jonker 22 1 0 19 Apr 2022
A Contextual Framework for Adaptive User Interfaces: Modelling the Interaction Environment Mateusz Dubiel B. Yilma Kayhan Latifzadeh Luis A. Leiva 29 2 0 31 Mar 2022
Rediscovering Affordance: A Reinforcement Learning Perspective Yi-Chi Liao Kashyap Todi Aditya Acharya Antti Keurulainen Andrew Howes Antti Oulasvirta 19 15 0 24 Dec 2021
Simulation-Based Optimization of User Interfaces for Quality-Assuring Machine Learning Model Predictions Yu Zhang M. Tennekes Tim De Jong L. Curier B. Coecke Min Chen 24 4 0 02 Apr 2021
Methods for the Design and Evaluation of HCI+NLP Systems Hendrik Heuer Daniel Buschek 13 12 0 26 Feb 2021