PPaperPicks

Erdem Biyik

12 papers at tracked venues · 5 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ICRA ×3IROS ×3ICML ×2NeurIPS ×2AAAI ×1EMNLP ×1

Frequent coauthors

Yigit Korkmaz
×2
Vivek Myers
×2
Anca D. Dragan
×2
Anthony Liang
×2
Urvi Bhuwania
×1
Ayush Jain
×1
Amin Banayeeanzade
×1
Fatemeh Bahrani
×1
Yutai Zhou
×1
Nathaniel Haynam
×1
Adam Khoja
×1
Dhruv Kumar
×1

Papers

  1. Actor-Free Continuous Control via Structurally Maximizable Q-Functions
    NeurIPS 2025 ·
    Yigit Korkmaz
    ,
    Urvi Bhuwania
    ,
    Ayush Jain
    , Erdem Biyik
  2. Efficient Robot Learning via Interaction with Humans
    AAAI 2025 · Erdem Biyik
  3. GABRIL: Gaze-Based Regularization for Mitigating Causal Confusion in Imitation Learning
    IROS 2025 ·
    Amin Banayeeanzade
    ,
    Fatemeh Bahrani
    ,
    Yutai Zhou
    , Erdem Biyik
  4. MILE: Model-Based Intervention Learning
    ICRA 2025 ·
    Yigit Korkmaz
    , Erdem Biyik
  5. Multi-Agent Inverse Q-Learning from Demonstrations
    ICRA 2025 ·
    Nathaniel Haynam
    ,
    Adam Khoja
    ,
    Dhruv Kumar
    ,
    Vivek Myers
    , Erdem Biyik
  6. RAILGUN: A Unified Convolutional Policy for Multi-Agent Path Finding Across Different Environments and Tasks
    IROS 2025 ·
    Yimin Tang
    ,
    Xiao Xiong
    ,
    Jingyi Xi
    ,
    Jiaoyang Li
    , Erdem Biyik,
    Sven Koenig
  7. A Generalized Acquisition Function for Preference-based Reward Learning
    ICRA 2024 ·
    Evan Ellis
    ,
    Gaurav R. Ghosal
    ,
    Stuart J. Russell
    ,
    Anca D. Dragan
    , Erdem Biyik
  8. Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree
    EMNLP 2024 ·
    Harbani Jaggi
    ,
    Kashyap Coimbatore Murali
    ,
    Eve Fleisig
    , Erdem Biyik
  9. Coprocessor Actor Critic: A Model-Based Reinforcement Learning Approach For Adaptive Brain Stimulation
    ICML 2024 ·
    Michelle Pan
    ,
    Mariah L. Schrum
    ,
    Vivek Myers
    , Erdem Biyik,
    Anca D. Dragan
  10. DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning
    NeurIPS 2024 ·
    Anthony Liang
    ,
    Guy Tennenholtz
    ,
    Chih-Wei Hsu
    ,
    Yinlam Chow
    , Erdem Biyik,
    Craig Boutilier
  11. RL-VLM-F: Reinforcement Learning from Vision Language Foundation Model Feedback
    ICML 2024 ·
    Yufei Wang
    ,
    Zhanyi Sun
    ,
    Jesse Zhang
    ,
    Zhou Xian
    , Erdem Biyik,
    David Held
    ,
    Zackory Erickson
  12. ViSaRL: Visual Reinforcement Learning Guided by Human Saliency
    IROS 2024 ·
    Anthony Liang
    ,
    Jesse Thomason
    , Erdem Biyik