ICML 2023 Workshop ILHF Submissions

Legible Robot Motion from Conditional Generative Models
Matthew Bronars, Danfei Xu
- Published: 20 Jun 2023, Last Modified: 10 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Asymptotically Optimal Fixed-Budget Best Arm Identification with Variance-Dependent Bounds
Masahiro Kato, Masaaki Imaizumi, Takuya Ishihara, Toru Kitagawa
- Published: 20 Jun 2023, Last Modified: 11 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
RLHF-Blender: A Configurable Interactive Interface for Learning from Diverse Human Feedback
Yannick Metz, David Lindner, Raphaël Baur, Daniel A. Keim, Mennatallah El-Assady
- Published: 20 Jun 2023, Last Modified: 11 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Bandits Meet Mechanism Design to Combat Clickbait in Online Recommendation
Thomas Kleine Buening, Aadirupa Saha, Christos Dimitrakakis, Haifeng Xu
- Published: 20 Jun 2023, Last Modified: 03 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
A Generative Model for Text Control in Minecraft
Shalev Lifshitz, Keiran Paster, Harris Chan, Jimmy Ba, Sheila A. McIlraith
- Published: 20 Jun 2023, Last Modified: 11 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Follow-ups Also Matter: Improving Contextual Bandits via Post-serving Contexts
Chaoqi Wang, Ziyu Ye, Zhe Feng, Ashwinkumar Badanidiyuru, Haifeng Xu
- Published: 20 Jun 2023, Last Modified: 03 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Bayesian Inverse Transition Learning for Offline Settings
Leo Benac, Sonali Parbhoo, Finale Doshi-Velez
- Published: 20 Jun 2023, Last Modified: 11 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Imitation Learning with Human Eye Gaze via Multi-Objective Prediction
Ravi Kumar Thakur, MD Sunbeam, Vinicius G. Goecks, Ellen Novoseller, Ritwik Bera, Vernon Lawhern, Greg Gremillion, John Valasek, Nicholas R Waytowich
- Published: 20 Jun 2023, Last Modified: 09 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Learning from a Learning User for Optimal Recommendations
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
- Published: 20 Jun 2023, Last Modified: 20 Jun 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Principal-Driven Reward Design and Agent Policy Alignment via Bilevel-RL
Souradip Chakraborty, Amrit Bedi, Alec Koppel, Furong Huang, Mengdi Wang
- Published: 20 Jun 2023, Last Modified: 11 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation
Chuyun Shen, Wenhao Li, Ya Zhang, Xiangfeng Wang
- Published: 20 Jun 2023, Last Modified: 06 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Survival Instinct in Offline Reinforcement Learning and Implicit Human Bias in Data
Anqi Li, Dipendra Misra, Andrey Kolobov, Ching-An Cheng
- Published: 20 Jun 2023, Last Modified: 11 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Relative Behavioral Attributes: Filling the Gap between Symbolic Goal Specification and Reward Learning from Human Preferences
Lin Guan, Karthik Valmeekam, Subbarao Kambhampati
- Published: 20 Jun 2023, Last Modified: 02 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Complementing a Policy with a Different Observation Space
Gokul Swamy, Sanjiban Choudhury, Drew Bagnell, Steven Wu
- Published: 20 Jun 2023, Last Modified: 11 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Cognitive Models as Simulators: Using Cognitive Models to Tap into Implicit Human Feedback
Ardavan S. Nobandegani, Thomas Shultz, Irina Rish
- Published: 20 Jun 2023, Last Modified: 11 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer
Jaehyun Park, Jaegyun Im, Sanha Hwang, Mintaek Lim, Sabina Ualibekova, Sejin Kim, Sundong Kim
- Published: 20 Jun 2023, Last Modified: 10 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Selective Sampling and Imitation Learning via Online Regression
Ayush Sekhari, Karthik Sridharan, Wen Sun, Runzhe Wu
- Published: 20 Jun 2023, Last Modified: 11 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Learning Shared Safety Constraints from Multi-task Demonstrations
Konwoo Kim, Gokul Swamy, Zuxin Liu, Ding Zhao, Sanjiban Choudhury, Steven Wu
- Published: 20 Jun 2023, Last Modified: 10 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Strategic Apple Tasting
Keegan Harris, Chara Podimata, Steven Wu
- Published: 20 Jun 2023, Last Modified: 06 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Discovering User Types: Characterization of User Traits by Task-Specific Behaviors in Reinforcement Learning
Lars Lien Ankile, Brian Ham, Kevin Mao, Eura Shin, Siddharth Swaroop, Finale Doshi-Velez, Weiwei Pan
- Published: 20 Jun 2023, Last Modified: 20 Jun 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Provable Offline Reinforcement Learning with Human Feedback
Wenhao Zhan, Masatoshi Uehara, Nathan Kallus, Jason D. Lee, Wen Sun
- Published: 20 Jun 2023, Last Modified: 09 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
Bill Yuchen Lin, Yicheng Fu, Karina Yang, Prithviraj Ammanabrolu, Faeze Brahman, Shiyu Huang, Chandra Bhagavatula, Yejin Choi, Xiang Ren
- Published: 20 Jun 2023, Last Modified: 10 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
How to Query Human Feedback Efficiently in RL?
Wenhao Zhan, Masatoshi Uehara, Wen Sun, Jason D. Lee
- Published: 20 Jun 2023, Last Modified: 09 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Contextual Bandits and Imitation Learning with Preference-Based Active Queries
Ayush Sekhari, Karthik Sridharan, Wen Sun, Runzhe Wu
- Published: 20 Jun 2023, Last Modified: 10 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone
Bayesian Active Meta-Learning under Prior Misspecification
Sabina J. Sloman, Ayush Bharti, Samuel Kaski
- Published: 20 Jun 2023, Last Modified: 07 Jul 2023
- ILHF Workshop ICML 2023
- Readers: Everyone