papers

publications and working papers in reversed chronological order.

publications

2024

  1. ICLR
    Distributional Preference Learning: Understanding and Accounting for Hidden Context in RLHF
    Anand Siththaranjan, Cassidy Laidlaw, and Dylan Hadfield-Menell
    2024
  2. ICML
    AI Alignment with Changing and Influenceable Reward Functions
    2024

2023

  1. TMLR
    Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
    Stephen Casper, Xander Davies, Claudia Shi, and 29 more authors
    2023

2022

  1. CDC
    On the Computational Consequences of Cost Function Design in Nonlinear Optimal Control
    Tyler Westenbroek, Anand Siththaranjan, Mohsin Sarwari, and 2 more authors
    2022

2021

  1. ICRA
    Analyzing Human Models that Adapt Online
    Andrea Bajcsy, Anand Siththaranjan, Claire J. Tomlin, and 1 more author
    2021

working papers

2025

  1. Working Paper
    When Can Communication Be Informative?
    Yuichiro Kamada, and Anand Siththaranjan
    2025
  2. Working Paper
    Multi-Modal Donor Exchange
    Anand Siththaranjan
    2025

2024

  1. Working Paper
    Social Planning in Population Games
    Anand Siththaranjan, and Claire Tomlin
    2024
  2. Working Paper
    Intent Demonstration in General-Sum Dynamic Games via Iterative Linear-Quadratic Approximations
    2024