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cs.LG2021★ 2 cited
Sparse Attention Guided Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning
Jaskirat Singh, Liang Zheng
Training deep reinforcement learning agents on environments with multiple levels / scenes from the same task, has become essential for many applications aiming to achieve generaliz…
cs.LG2020
Enhanced Scene Specificity with Sparse Dynamic Value Estimation
Jaskirat Singh, Liang Zheng
Multi-scene reinforcement learning involves training the RL agent across multiple scenes / levels from the same task, and has become essential for many generalization applications.…