INSIGHT: Universal Neural Simulator for Analog Circuits Harnessing Autoregressive Transformersby Souradip Poddar, Youngmin Oh, Yao…
Real-time system optimal traffic routing under uncertainties – Can physics models boost reinforcement learning?by Zemian…
CM-DQN: A Value-Based Deep Reinforcement Learning Model to Simulate Confirmation Biasby Jiacheng Shen, Lihan FengFirst…
Can Learned Optimization Make Reinforcement Learning Less Difficult?by Alexander David Goldie, Chris Lu, Matthew Thomas…
Advanced Financial Fraud Detection Using GNN-CL Modelby Yu Cheng, Junjie Guo, Shiqing Long, You Wu,…
Hierarchical Average-Reward Linearly-solvable Markov Decision Processesby Guillermo Infante, Anders Jonsson, Vicenç GómezFirst submitted to arxiv…
Frequency and Generalisation of Periodic Activation Functions in Reinforcement Learningby Augustine N. Mavor-Parker, Matthew J.…
Preference-Guided Reinforcement Learning for Efficient Explorationby Guojian Wang, Faguo Wu, Xiao Zhang, Tianyuan Chen, Xuyang…
DiffPhyCon: A Generative Approach to Control Complex Physical Systemsby Long Wei, Peiyan Hu, Ruiqi Feng,…
Graph Neural Networks and Deep Reinforcement Learning Based Resource Allocation for V2X Communicationsby Maoxin Ji,…