29 citations · 56 across the 5 of their papers we have counts for
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cs.LG2021
Risk-Conditioned Distributional Soft Actor-Critic for Risk-Sensitive Navigation
Jinyoung Choi, Christopher R. Dance, Jung-eun Kim +2
Modern navigation algorithms based on deep reinforcement learning (RL) show promising efficiency and robustness. However, most deep RL algorithms operate in a risk-neutral manner,…
cs.LG2017★ 29 cited
Multi-focus Attention Network for Efficient Deep Reinforcement Learning
Jinyoung Choi, Beom-Jin Lee, Byoung-Tak Zhang
Deep reinforcement learning (DRL) has shown incredible performance in learning various tasks to the human level. However, unlike human perception, current DRL models connect the en…