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Found 14874 items.

Learning Expected Emphatic Traces for Deep RL

Ray Jiang, Shangtong Zhang, Veronica Chelu, Adam White, Hado van Hasselt

7015-7023

2022-06-28
Same State, Different Task: Continual Reinforcement Learning without Interference

Samuel Kessler, Jack Parker-Holder, Philip Ball, Stefan Zohren, Stephen J. Roberts

7143-7151

2022-06-28
A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse

Junyi Li, Bin Gu, Heng Huang

7426-7434

2022-06-28
Transformer with Memory Replay

Rui Liu, Barzan Mozafari

7567-7575

2022-06-28
Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors

Suyuan Liu, Siwei Wang, Pei Zhang, Kai Xu, Xinwang Liu, Changwang Zhang, Feng Gao

7576-7584

2022-06-28
Fast and Data Efficient Reinforcement Learning from Pixels via Non-parametric Value Approximation

Alexander Long, Alan Blair, Herke van Hoof

7620-7627

2022-06-28
Efficient Continuous Control with Double Actors and Regularized Critics

Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li

7655-7663

2022-06-28
Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements

Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi

7672-7681

2022-06-28
An Experimental Design Approach for Regret Minimization in Logistic Bandits

Blake Mason, Kwang-Sung Jun, Lalit Jain

7736-7743

2022-06-28
Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments

Mitas Ray, Lillian J. Ratliff, Dmitriy Drusvyatskiy, Maryam Fazel

8081-8088

2022-06-28
Chaining Value Functions for Off-Policy Learning

Simon Schmitt, John Shawe-Taylor, Hado van Hasselt

8187-8195

2022-06-28
Conditional Generative Model Based Predicate-Aware Query Approximation

Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup Rao, Vikas Maddukuri

8259-8266

2022-06-28
Reward-Weighted Regression Converges to a Global Optimum

Miroslav Štrupl, Francesco Faccio, Dylan R. Ashley, Rupesh Kumar Srivastava, Jürgen Schmidhuber

8361-8369

2022-06-28
Stage Conscious Attention Network (SCAN): A Demonstration-Conditioned Policy for Few-Shot Imitation

Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu

8866-8873

2022-06-28
Low-Pass Graph Convolutional Network for Recommendation

Wenhui Yu, Zixin Zhang, Zheng Qin

8954-8961

2022-06-28
State Deviation Correction for Offline Reinforcement Learning

Hongchang Zhang, Jianzhun Shao, Yuhang Jiang, Shuncheng He, Guanwen Zhang, Xiangyang Ji

9022-9030

2022-06-28
Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning

Yuheng Zhang, Hanghang Tong, Yinglong Xia, Yan Zhu, Yuejie Chi, Lei Ying

9118-9126

2022-06-28
Online Missing Value Imputation and Change Point Detection with the Gaussian Copula

Yuxuan Zhao, Eric Landgrebe, Eliot Shekhtman, Madeleine Udell

9199-9207

2022-06-28
Neural Piecewise-Constant Delay Differential Equations

Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin

9242-9250

2022-06-28
Shard Systems: Scalable, Robust and Persistent Multi-Agent Path Finding with Performance Guarantees

Christopher Leet, Jiaoyang Li, Sven Koenig

9386-9395

2022-06-28
A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement Learning

Xueguang Lyu, Andrea Baisero, Yuchen Xiao, Christopher Amato

9396-9404

2022-06-28
Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics

Zirou Qiu, Chen Chen, Madhav Marathe, S.S. Ravi, Daniel J. Rosenkrantz, Richard Stearns, Anil Vullikanti

9422-9430

2022-06-28
Decentralized Mean Field Games

Sriram Ganapathi Subramanian, Matthew E. Taylor, Mark Crowley, Pascal Poupart

9439-9447

2022-06-28
Achieving Long-Term Fairness in Sequential Decision Making

Yaowei Hu, Lu Zhang

9549-9557

2022-06-28
Inconsistent Planning: When in Doubt, Toss a Coin!

Yuriy Dementiev, Fedor Fomin, Artur Ignatiev

9724-9731

2022-06-28

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