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Amy Zhang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

43

Venues

11

Active years

2006–2025

Best venue rank

A*

Where they publish

Papers

43 indexed papers, newest first.

YearVenueTitleAuthors
2025ACLStitchLLM: Serving LLMs, One Block at a Time.Bodun Hu, Shuozhe Li, Saurabh Agarwal, Myungjin Lee, Akshay Jajoo, Jiamin Li, Le Xu, Geon-Woo Kim, Donghyun Kim, Hong Xu, Amy Zhang, Aditya Akella
2025ICLRLearning a Fast Mixing Exogenous Block MDP using a Single Trajectory.Alexander Levine, Peter Stone, Amy Zhang
2025ICLRNull Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning.Caleb Chuck, Fan Feng, Carl Qi, Chang Shi, Siddhant Agarwal, Amy Zhang, Scott Niekum
2025ICLRTowards General-Purpose Model-Free Reinforcement Learning.Scott Fujimoto, Pierluca D'Oro, Amy Zhang, Yuandong Tian, Michael Rabbat
2025ICLRMaestroMotif: Skill Design from Artificial Intelligence Feedback.Martin Klissarov, Mikael Henaff, Roberta Raileanu, Shagun Sodhani, Pascal Vincent, Amy Zhang, Pierre-Luc Bacon, Doina Precup, Marlos C. Machado, Pierluca D'Oro
2025ICLREC-Diffuser: Multi-Object Manipulation via Entity-Centric Behavior Generation.Carl Qi, Dan Haramati, Tal Daniel, Aviv Tamar, Amy Zhang
2025ICLRAn Optimal Discriminator Weighted Imitation Perspective for Reinforcement Learning.Haoran Xu, Shuozhe Li, Harshit Sikchi, Scott Niekum, Amy Zhang
2025ICMLProto Successor Measure: Representing the Behavior Space of an RL Agent.Siddhant Agarwal, Harshit Sikchi, Peter Stone, Amy Zhang
2024CoRLA Dual Approach to Imitation Learning from Observations with Offline Datasets.Harshit Sikchi, Caleb Chuck, Amy Zhang, Scott Niekum
2024ICLRTowards Robust Offline Reinforcement Learning under Diverse Data Corruption.Rui Yang, Han Zhong, Jiawei Xu, Amy Zhang, Chongjie Zhang, Lei Han, Tong Zhang
2024ICLRWhen should we prefer Decision Transformers for Offline Reinforcement Learning?Prajjwal Bhargava, Rohan Chitnis, Alborz Geramifard, Shagun Sodhani, Amy Zhang
2024ICLRMotif: Intrinsic Motivation from Artificial Intelligence Feedback.Martin Klissarov, Pierluca D'Oro, Shagun Sodhani, Roberta Raileanu, Pierre-Luc Bacon, Pascal Vincent, Amy Zhang, Mikael Henaff
2024ICLRScore Models for Offline Goal-Conditioned Reinforcement Learning.Harshit Sikchi, Rohan Chitnis, Ahmed Touati, Alborz Geramifard, Amy Zhang, Scott Niekum
2024ICLRDual RL: Unification and New Methods for Reinforcement and Imitation Learning.Harshit Sikchi, Qinqing Zheng, Amy Zhang, Scott Niekum
2024ICLRLanguage Control Diffusion: Efficiently Scaling through Space, Time, and Tasks.Edwin Zhang, Yujie Lu, Shinda Huang, William Yang Wang, Amy Zhang
2024ICMLZero-Shot Reinforcement Learning via Function Encoders.Tyler Ingebrand, Amy Zhang, Ufuk Topcu
2024RO-MANFairness-Sensitive Policy-Gradient Reinforcement Learning for Reducing Bias in Robotic Assistance.Jie Zhu, Mengsha Hu, Amy Zhang, Ruoming Jin, Rui Liu
2023HPCAAutoCAT: Reinforcement Learning for Automated Exploration of Cache-Timing Attacks.Mulong Luo, Wenjie Xiong, Geunbae Lee, Yueying Li, Xiaomeng Yang, Amy Zhang, Yuandong Tian, Hsien-Hsin S. Lee, G. Edward Suh
2023ICLRHierarchical Abstraction for Combinatorial Generalization in Object Rearrangement.Michael Chang, Alyssa L. Dayan, Franziska Meier, Thomas L. Griffiths, Sergey Levine, Amy Zhang
2023ICLRVIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training.Yecheng Jason Ma, Shagun Sodhani, Dinesh Jayaraman, Osbert Bastani, Vikash Kumar, Amy Zhang
2023ICLRBC-IRL: Learning Generalizable Reward Functions from Demonstrations.Andrew Szot, Amy Zhang, Dhruv Batra, Zsolt Kira, Franziska Meier
2023ICLRLatent State Marginalization as a Low-cost Approach for Improving Exploration.Dinghuai Zhang, Aaron C. Courville, Yoshua Bengio, Qinqing Zheng, Amy Zhang, Ricky T. Q. Chen
2023ICMLOptimal Goal-Reaching Reinforcement Learning via Quasimetric Learning.Tongzhou Wang, Antonio Torralba, Phillip Isola, Amy Zhang
2023ICMLLIV: Language-Image Representations and Rewards for Robotic Control.Yecheng Jason Ma, Vikash Kumar, Amy Zhang, Osbert Bastani, Dinesh Jayaraman
2023UAIProvably efficient representation selection in Low-rank Markov Decision Processes: from online to offline RL.Weitong Zhang, Jiafan He, Dongruo Zhou, Amy Zhang, Quanquan Gu
2022AAAIPredicting the Influence of Fake and Real News Spreaders (Student Abstract).Amy Zhang, Aaron Brookhouse, Daniel Hammer, Francesca Spezzano, Liljana Babinkostova
2022ICMLDenoised MDPs: Learning World Models Better Than the World Itself.Tongzhou Wang, Simon S. Du, Antonio Torralba, Phillip Isola, Amy Zhang, Yuandong Tian
2022ICMLBisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning.Philippe Hansen-Estruch, Amy Zhang, Ashvin Nair, Patrick Yin, Sergey Levine
2022ICMLRobust Policy Learning over Multiple Uncertainty Sets.Annie Xie, Shagun Sodhani, Chelsea Finn, Joelle Pineau, Amy Zhang
2022ICMLOnline Decision Transformer.Qinqing Zheng, Amy Zhang, Aditya Grover
2021AAAIImproving Sample Efficiency in Model-Free Reinforcement Learning from Images.Denis Yarats, Amy Zhang, Ilya Kostrikov, Brandon Amos, Joelle Pineau, Rob Fergus
2021ICLRLearning Invariant Representations for Reinforcement Learning without Reconstruction.Amy Zhang, Rowan Thomas McAllister, Roberto Calandra, Yarin Gal, Sergey Levine
2021ICLRLearning Robust State Abstractions for Hidden-Parameter Block MDPs.Amy Zhang, Shagun Sodhani, Khimya Khetarpal, Joelle Pineau
2021ICMLOut-of-Distribution Generalization via Risk Extrapolation (REx).David Krueger, Ethan Caballero, Jrn-Henrik Jacobsen, Amy Zhang, Jonathan Binas, Dinghuai Zhang, Rmi Le Priol, Aaron C. Courville
2021ICMLMulti-Task Reinforcement Learning with Context-based Representations.Shagun Sodhani, Amy Zhang, Joelle Pineau
2020ICMLInvariant Causal Prediction for Block MDPs.Amy Zhang, Clare Lyle, Shagun Sodhani, Angelos Filos, Marta Kwiatkowska, Joelle Pineau, Yarin Gal, Doina Precup
2020UAIStable Policy Optimization via Off-Policy Divergence Regularization.Ahmed Touati, Amy Zhang, Joelle Pineau, Pascal Vincent
2018ICLRDecoupling Dynamics and Reward for Transfer Learning.Amy Zhang, Harsh Satija, Joelle Pineau
2018ICMLComposable Planning with Attributes.Amy Zhang, Sainbayar Sukhbaatar, Adam Lerer, Arthur Szlam, Rob Fergus
2013AMIAUsing Machine Learning and HL7 LOINC DO for Classification of Clinical Documents.Adithya Renduchintala, Amy Zhang, Thomas Polzin, Gilan Saawadi
2013CHIEffects of peer feedback on contribution: a field experiment in Wikipedia.Haiyi Zhu, Amy Zhang, Jiping He, Robert E. Kraut, Aniket Kittur
2012UAIGuess Who Rated This Movie: Identifying Users Through Subspace Clustering.Amy Zhang, Nadia Fawaz, Stratis Ioannidis, Andrea Montanari
2006ICDCSImproving Traffic Locality in BitTorrent via Biased Neighbor Selection.Ruchir Bindal, Pei Cao, William Chan, Jan Medved, George Suwala, Tony Bates, Amy Zhang