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Shixiang Shane Gu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

10

Venues

3

Active years

2019–2024

Best venue rank

A*

Where they publish

Papers

10 indexed papers, newest first.

YearVenueTitleAuthors
2024ICLRMultimodal Web Navigation with Instruction-Finetuned Foundation Models.Hiroki Furuta, Kuang-Huei Lee, Ofir Nachum, Yutaka Matsuo, Aleksandra Faust, Shixiang Shane Gu, Izzeddin Gur
2023ICLRA System for Morphology-Task Generalization via Unified Representation and Behavior Distillation.Hiroki Furuta, Yusuke Iwasawa, Yutaka Matsuo, Shixiang Shane Gu
2023ICLRMind's Eye: Grounded Language Model Reasoning through Simulation.Ruibo Liu, Jason Wei, Shixiang Shane Gu, Te-Yen Wu, Soroush Vosoughi, Claire Cui, Denny Zhou, Andrew M. Dai
2022ICLRGeneralized Decision Transformer for Offline Hindsight Information Matching.Hiroki Furuta, Yutaka Matsuo, Shixiang Shane Gu
2022ICMLWhy Should I Trust You, Bellman? The Bellman Error is a Poor Replacement for Value Error.Scott Fujimoto, David Meger, Doina Precup, Ofir Nachum, Shixiang Shane Gu
2022ICMLBlocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning.Seyed Kamyar Seyed Ghasemipour, Satoshi Kataoka, Byron David, Daniel Freeman, Shixiang Shane Gu, Igor Mordatch
2021ICMLVariational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning.Jongwook Choi, Archit Sharma, Honglak Lee, Sergey Levine, Shixiang Shane Gu
2021ICMLPolicy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning.Hiroki Furuta, Tatsuya Matsushima, Tadashi Kozuno, Yutaka Matsuo, Sergey Levine, Ofir Nachum, Shixiang Shane Gu
2021ICMLEMaQ: Expected-Max Q-Learning Operator for Simple Yet Effective Offline and Online RL.Seyed Kamyar Seyed Ghasemipour, Dale Schuurmans, Shixiang Shane Gu
2019CoRLMulti-Agent Manipulation via Locomotion using Hierarchical Sim2Real.Ofir Nachum, Michael Ahn, Hugo Ponte, Shixiang Shane Gu, Vikash Kumar