Guangxiang Zhu
7 papers · 2018–2021 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Keyword Champion (2)
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
model-based reinforcement learning
(4)
sample efficiency
(3)
overestimation bia
(2)
self-supervised learning
(1)
data augmentation
(1)
mutual information
(1)
value function
(1)
episodic memory
(1)
continuous control
(1)
value function approximation
(1)
value function estimation
(1)
bellman operator
(1)
convolutional neural network
(1)
world model
(1)
distributional shift
(1)
trajectory planning
(1)
dynamics learning
(1)
model-based rl
(1)
double q-learning
(1)
non-parametric memory
(1)
Papers
Generalizable Episodic Memory for Deep Reinforcement Learning
ICML 2021
Model-Based Reinforcement Learning via Imagination with Derived Memory
NeurIPS 2021
Offline Reinforcement Learning with Reverse Model-based Imagination
NeurIPS 2021
On the Estimation Bias in Double Q-Learning
NeurIPS 2021
Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning
NeurIPS 2020
Object-Oriented Dynamics Learning through Multi-Level Abstraction
AAAI 2020
Object-Oriented Dynamics Predictor
NeurIPS 2018