IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
MLSP-32: Reinforcement Learning I
Wed, 11 May, 20:00 - 20:45 China Time (UTC +8)
Wed, 11 May, 12:00 - 12:45 UTC
Location: Gather Area H
Session Chair: Hoi To Wai, The Chinese University of Hong Kong
Track: Machine Learning for Signal Processing

MLSP-32.1: POPO: PESSIMISTIC OFFLINE POLICY OPTIMIZATION
Qiang He, Xinwen Hou, Yu Liu, Institute of Automation, Chinese Academy of Sciences, China

MLSP-32.2: BYZANTINE-ROBUST FEDERATED DEEP DETERMINISTIC POLICY GRADIENT
Qifeng Lin, Qing Ling, School of Computer Science and Engineering, Sun Yat-Sen University, China

MLSP-32.3: IMPROVING ACTOR-CRITIC REINFORCEMENT LEARNING VIA HAMILTONIAN MONTE CARLO METHOD
Duo Xu, Faramarz Fekri, Georgia Institute of Technology, United States of America

MLSP-32.4: EFFICIENT AND STABLE INFORMATION DIRECTED EXPLORATION FOR CONTINUOUS REINFORCEMENT LEARNING
Mingzhe Chen, Xi Xiao, Wanpeng Zhang, Tsinghua University, China; Xiaotian Gao, Microsoft Research Asia, China

MLSP-32.5: HYPERGRAPH-BASED REINFORCEMENT LEARNING FOR STOCK PORTFOLIO SELECTION
Xiaojie Li, Chaoran Cui, Donglin Cao, Juan Du, Chunyun Zhang, Shandong University of Finance and Economics, China