2 citations · 4 across the 13 of their papers we have counts for
3 papers · 1 filter
Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning
Zih-Yun Chiu, Yi-Lin Tuan, William Yang Wang +1
Reinforcement learning (RL) agents have long sought to approach the efficiency of human learning. Humans are great observers who can learn by aggregating external knowledge from va…
Dynamic Latent Separation for Deep Learning
Yi-Lin Tuan, Zih-Yun Chiu, William Yang Wang
A core problem in machine learning is to learn expressive latent variables for model prediction on complex data that involves multiple sub-components in a flexible and interpretabl…
Parallelized Reverse Curriculum Generation
Zih-Yun Chiu, Yi-Lin Tuan, Hung-yi Lee +1
For reinforcement learning (RL), it is challenging for an agent to master a task that requires a specific series of actions due to sparse rewards. To solve this problem, reverse cu…