Libin Liu

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 5

Top Topics

Partially Observable

Reinforcement Learning

Markov Decision Processes

Top Venues

IEEE Trans. Commun.

IEEE Wirel. Commun. Lett.

Publications

Libin Liu, Urbashi Mitra
On Sampled Reinforcement Learning in Wireless Networks: Exploitation of Policy Structures. IEEE Trans. Commun. 68 (5) (2020)
Libin Liu, Urbashi Mitra
Policy Sampling and Interpolation for Wireless Networks: A Graph Signal Processing Approach. GLOBECOM (2019)
Libin Liu, Arpan Chattopadhyay, Urbashi Mitra
On Solving MDPs With Large State Space: Exploitation of Policy Structures and Spectral Properties. IEEE Trans. Commun. 67 (6) (2019)
Libin Liu, Arpan Chattopadhyay, Urbashi Mitra
Exploiting policy structure for solving MDPs with large state space. CISS (2018)
Libin Liu, Arpan Chattopadhyay, Urbashi Mitra
On exploiting spectral properties for solving MDP with large state space. Allerton (2017)
Libin Liu, Yi Zhong, Wenyi Zhang, Martin Haenggi
On the Impact of Coordination on Local Delay and Energy Efficiency in Poisson Networks. IEEE Wirel. Commun. Lett. 4 (3) (2015)