5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Reducing Action Space for Deep Reinforcement Learning via Causal Effect Estimation
Wenzhang Liu, Lianjun Jin, Lu Ren +2
Intelligent decision-making within large and redundant action spaces remains challenging in deep reinforcement learning. Considering similar but ineffective actions at each step ca…
cs.RO2024★ 5 cited
Learning Autonomous Race Driving with Action Mapping Reinforcement Learning
Yuanda Wang, Xin Yuan, Changyin Sun
Autonomous race driving poses a complex control challenge as vehicles must be operated at the edge of their handling limits to reduce lap times while respecting physical and safety…