284 citations · 637 across the 43 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2022
KRNet: Towards Efficient Knowledge Replay
Yingying Zhang, Qiaoyong Zhong, Di Xie +1
The knowledge replay technique has been widely used in many tasks such as continual learning and continuous domain adaptation. The key lies in how to effectively encode the knowled…
cs.LG2021
Hindsight Reward Tweaking via Conditional Deep Reinforcement Learning
Ning Wei, Jiahua Liang, Di Xie +1
Designing optimal reward functions has been desired but extremely difficult in reinforcement learning (RL). When it comes to modern complex tasks, sophisticated reward functions ar…