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Yuda Song
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 13
Top Topics
Previously Learned
Control Policy
Online Convex Optimization
Reinforcement Learning
Top Venues
CoRR
ICLR
ICML
L4DC
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Publications
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Anirudh Vemula
,
Yuda Song
,
Aarti Singh
,
J. Andrew Bagnell
,
Sanjiban Choudhury
The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms.
CoRR
(2023)
Chengzhuo Ni
,
Yuda Song
,
Xuezhou Zhang
,
Zihan Ding
,
Chi Jin
,
Mengdi Wang
Representation Learning for Low-rank General-sum Markov Games.
ICLR
(2023)
Yuda Song
,
Yifei Zhou
,
Ayush Sekhari
,
Drew Bagnell
,
Akshay Krishnamurthy
,
Wen Sun
Hybrid RL: Using both offline and online data can make RL efficient.
ICLR
(2023)
Anirudh Vemula
,
Yuda Song
,
Aarti Singh
,
Drew Bagnell
,
Sanjiban Choudhury
The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms.
ICML
(2023)
Yifei Zhou
,
Ayush Sekhari
,
Yuda Song
,
Wen Sun
Offline Data Enhanced On-Policy Policy Gradient with Provable Guarantees.
CoRR
(2023)
Alekh Agarwal
,
Yuda Song
,
Wen Sun
,
Kaiwen Wang
,
Mengdi Wang
,
Xuezhou Zhang
Provable Benefits of Representational Transfer in Reinforcement Learning.
COLT
(2023)
Xuezhou Zhang
,
Yuda Song
,
Masatoshi Uehara
,
Mengdi Wang
,
Alekh Agarwal
,
Wen Sun
Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning approach.
ICML
(2022)
Yuda Song
,
Yifei Zhou
,
Ayush Sekhari
,
J. Andrew Bagnell
,
Akshay Krishnamurthy
,
Wen Sun
Hybrid RL: Using Both Offline and Online Data Can Make RL Efficient.
CoRR
(2022)
Ye Yuan
,
Yuda Song
,
Zhengyi Luo
,
Wen Sun
,
Kris M. Kitani
Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design.
ICLR
(2022)
Chengzhuo Ni
,
Yuda Song
,
Xuezhou Zhang
,
Chi Jin
,
Mengdi Wang
Representation Learning for General-sum Low-rank Markov Games.
CoRR
(2022)
Yuda Song
,
Ye Yuan
,
Wen Sun
,
Kris Kitani
Online No-regret Model-Based Meta RL for Personalized Navigation.
L4DC
(2022)
Alekh Agarwal
,
Yuda Song
,
Wen Sun
,
Kaiwen Wang
,
Mengdi Wang
,
Xuezhou Zhang
Provable Benefits of Representational Transfer in Reinforcement Learning.
CoRR
(2022)
Yuda Song
,
Ye Yuan
,
Wen Sun
,
Kris Kitani
Online No-regret Model-Based Meta RL for Personalized Navigation.
CoRR
(2022)