Alert button
Picture for Ruiquan Huang

Ruiquan Huang

Alert button

Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes

Add code
Bookmark button
Alert button
Oct 20, 2023
Ruiquan Huang, Yuan Cheng, Jing Yang, Vincent Tan, Yingbin Liang

Figure 1 for Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes
Figure 2 for Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes
Viaarxiv icon

Temporal-Distributed Backdoor Attack Against Video Based Action Recognition

Add code
Bookmark button
Alert button
Sep 01, 2023
Xi Li, Songhe Wang, Ruiquan Huang, Mahanth Gowda, George Kesidis

Figure 1 for Temporal-Distributed Backdoor Attack Against Video Based Action Recognition
Figure 2 for Temporal-Distributed Backdoor Attack Against Video Based Action Recognition
Figure 3 for Temporal-Distributed Backdoor Attack Against Video Based Action Recognition
Figure 4 for Temporal-Distributed Backdoor Attack Against Video Based Action Recognition
Viaarxiv icon

Provably Efficient UCB-type Algorithms For Learning Predictive State Representations

Add code
Bookmark button
Alert button
Jul 01, 2023
Ruiquan Huang, Yingbin Liang, Jing Yang

Viaarxiv icon

Differentially Private Wireless Federated Learning Using Orthogonal Sequences

Add code
Bookmark button
Alert button
Jun 14, 2023
Xizixiang Wei, Tianhao Wang, Ruiquan Huang, Cong Shen, Jing Yang, H. Vincent Poor

Figure 1 for Differentially Private Wireless Federated Learning Using Orthogonal Sequences
Figure 2 for Differentially Private Wireless Federated Learning Using Orthogonal Sequences
Figure 3 for Differentially Private Wireless Federated Learning Using Orthogonal Sequences
Figure 4 for Differentially Private Wireless Federated Learning Using Orthogonal Sequences
Viaarxiv icon

Federated Linear Contextual Bandits with User-level Differential Privacy

Add code
Bookmark button
Alert button
Jun 09, 2023
Ruiquan Huang, Huanyu Zhang, Luca Melis, Milan Shen, Meisam Hajzinia, Jing Yang

Figure 1 for Federated Linear Contextual Bandits with User-level Differential Privacy
Figure 2 for Federated Linear Contextual Bandits with User-level Differential Privacy
Viaarxiv icon

Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints

Add code
Bookmark button
Alert button
Jun 09, 2023
Donghao Li, Ruiquan Huang, Cong Shen, Jing Yang

Figure 1 for Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints
Figure 2 for Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints
Figure 3 for Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints
Figure 4 for Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints
Viaarxiv icon

Non-stationary Reinforcement Learning under General Function Approximation

Add code
Bookmark button
Alert button
Jun 01, 2023
Songtao Feng, Ming Yin, Ruiquan Huang, Yu-Xiang Wang, Jing Yang, Yingbin Liang

Viaarxiv icon

Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs

Add code
Bookmark button
Alert button
Mar 20, 2023
Yuan Cheng, Ruiquan Huang, Jing Yang, Yingbin Liang

Figure 1 for Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs
Figure 2 for Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs
Viaarxiv icon

Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-free RL

Add code
Bookmark button
Alert button
Jun 28, 2022
Ruiquan Huang, Jing Yang, Yingbin Liang

Figure 1 for Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-free RL
Viaarxiv icon

Federated Linear Contextual Bandits

Add code
Bookmark button
Alert button
Oct 27, 2021
Ruiquan Huang, Weiqiang Wu, Jing Yang, Cong Shen

Figure 1 for Federated Linear Contextual Bandits
Figure 2 for Federated Linear Contextual Bandits
Figure 3 for Federated Linear Contextual Bandits
Figure 4 for Federated Linear Contextual Bandits
Viaarxiv icon