Ping-Chun Hsieh
Orcid: 0000-0002-2072-8950
According to our database1,
Ping-Chun Hsieh
authored at least 43 papers
between 2015 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Diminishing Exploration: A Minimalist Approach to Piecewise Stationary Multi-Armed Bandits.
CoRR, 2024
Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024
Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
CoRR, 2023
Value-Biased Maximum Likelihood Estimation for Model-based Reinforcement Learning in Discounted Linear MDPs.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Q-Pensieve: Boosting Sample Efficiency of Multi-Objective RL Through Memory Sharing of Q-Snapshots.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games.
Proceedings of the Asian Conference on Machine Learning, 2023
Reward-Biased Maximum Likelihood Estimation for Neural Contextual Bandits: A Distributional Learning Perspective.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
CoRR, 2022
Neural Frank-Wolfe Policy Optimization for Region-of-Interest Intra-Frame Coding with HEVC/H.265.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022
Deterministic Bandwidth-Based Packet-Level Traffic Splitting for Datacenter Networks.
Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022
2021
CoRR, 2021
Escaping from zero gradient: Revisiting action-constrained reinforcement learning via Frank-Wolfe policy optimization.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Developing Multi-Task Recommendations with Long-Term Rewards via Policy Distilled Reinforcement Learning.
CoRR, 2020
Fresher content or smoother playback?: a brownian-approximation framework for scheduling real-time wireless video streams.
Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020
Exploration Through Reward Biasing: Reward-Biased Maximum Likelihood Estimation for Stochastic Multi-Armed Bandits.
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
Fresher Content or Smoother Playback? A Brownian-Approximation Framework for Real-Time Video Delivery in Wireless Networks.
CoRR, 2019
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Stay With Me: Lifetime Maximization Through Heteroscedastic Linear Bandits With Reneging.
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
Heavy-Traffic Analysis of QoE Optimality for On-Demand Video Streams Over Fading Channels.
IEEE/ACM Trans. Netw., 2018
Proceedings of the Nineteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2018
A Decentralized Medium Access Protocol for Real-Time Wireless Ad Hoc Networks With Unreliable Transmissions.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
An Experimental Study on Coverage Enhancement of LTE Cat-M1 for Machine-Type Communication.
Proceedings of the 2018 IEEE International Conference on Communications, 2018
Safe Intersection Management for Mixed Transportation Systems with Human-Driven and Autonomous Vehicles.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018
2017
Queueing Syst. Theory Appl., 2017
Throughput-Optimal Scheduling for Multi-Hop Networked Transportation Systems With Switch-Over Delay.
Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017
VisualLink: Strengthening the Connection between Hearing-impaired Elderly and their Family.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017
2015
WiMAC: Rapid Implementation Platform for User Definable MAC Protocols Through Separation.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015
QoE-Optimal Scheduling for On-Demand Video Streams over Unreliable Wireless Networks.
Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2015