Guangxiang Zhu
7 papers · 2018–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (11) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
Conferences
NIPS (5)
AAAI (1)
ICML (1)
Top co-authors
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
On the Estimation Bias in Double Q-Learning
NIPS 2021
Model-Based Reinforcement Learning via Imagination with Derived Memory
NIPS 2021
Offline Reinforcement Learning with Reverse Model-based Imagination
NIPS 2021
Generalizable Episodic Memory for Deep Reinforcement Learning
ICML 2021
Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning
NIPS 2020
Object-Oriented Dynamics Learning through Multi-Level Abstraction
AAAI 2020
Object-Oriented Dynamics Predictor
NIPS 2018