← Search

Xiaozhou Zhang

2 accepted papers

2024

Speeding Up Path Planning via Reinforcement Learning in MCTS for Automated Parking

IROS 2024poster

In this paper, we address a method that integrates reinforcement learning into the Monte Carlo tree search to boost online path planning under fully observable environments for automated parking tasks. Sampling-based planning methods under high-dimensional space can be computationally expensive and…

Cited by 3SourceScholar
2017

Uplink and downlink user pairing in full-duplex multi-user systems: Complexity and algorithms

ICASSP 2017accepted

In this paper, we consider a wireless network with one full-duplex (FD) base station (BS) and a set of half-duplex (HD) user equipments (UEs). In such scenario, in addition to the self-interference, the co-channel interference from uplink UEs to downlink UEs is the main bottleneck for the network pe…

Cited by 0SourceScholar