Publication Representation Learning In Deep RL Via Discrete Information Bottleneck Riashat Islam, Hongyu Zang, Manan Tomar, Aniket Didolkar, Md Mofijul Islam, Samin Yeasar Arnob, Tariq Iqbal, Xin Li, Anirudh Goyal, Nicolas Heess, Alex Lamb AISTATS 2023 | May 2023
Publication Is My Prediction Arbitrary? Measuring Self-Consistency in Fair Classification A. Feder Cooper, Katherine Lee, Solon Barocas, Christopher De Sa, Siddhartha Sen, Baobao Zhang May 2023
Publication Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models Lingjun Zhao, Khanh Nguyen, Hal Daumé III ACL 2023 | May 2023
Publication NCC: Natural Concurrency Control for Strictly Serializable Datastores by Avoiding the Timestamp-Inversion Pitfall Haonan Lu, Shuai Mu, Siddhartha Sen, Wyatt Lloyd 2023 Operating Systems Design and Implementation | May 2023
Publication CODAMOSA: Escaping Coverage Plateaus in Test Generation with Pre-trained Large Language Models Caroline Lemieux, Jeevana Priya Inala, Shuvendu Lahiri, Siddhartha Sen ICSE’23 | May 2023 Github Project
Publication Transformers Learn Shortcuts to Automata Bingbin Liu, Jordan Ash, Surbhi Goel, Akshay Krishnamurthy, Cyril Zhang ICLR | May 2023 oral presentation
Publication Imitating Human Behaviour with Diffusion Models Tim Pearce, Tabish Rashid, Anssi Kanervisto, Dave Bignell, Mingfei Sun, Raluca Stevenson, Sergio Valcarcel Macua, Shanzheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin ICLR 2023 | May 2023
Publication Provable Safe Reinforcement Learning with Binary Feedback Andrew Bennett, Dipendra Misra, Nathan Kallus 2023 International Conference on Artificial Intelligence and Statistics | April 2023
Publication Navigates Like Me: Understanding How People Evaluate Human-Like AI in Video Games Stephanie Milani, Arthur Juliani, Ida Momennejad, Raluca Stevenson, Jaroslaw Rzepecki, Alison Shaw, Gavin Costello, Fei Fang, Sam Devlin, Katja Hofmann CHI | April 2023 Project
Publication Hybrid RL: Using both offline and online data can make RL efficient Yuda Song, Yifei Zhou, Ayush Sekhari, J. Andrew Bagnell, Akshay Krishnamurthy, Wen Sun 2023 International Conference on Learning Representations | April 2023
