Firdaus Janoos
5 papers · 2012–2020 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Renaissance Researcher
(6)
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(3)
Reinforcement Learning
(3)
Core Methods
(3)
Methods Β· Reinforcement Learning
(3)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Learning Types
(1)
Mathematics
(1)
Methods Β· Data Science & Analytics
(1)
Keywords
deep reinforcement learning
(2)
policy gradient
(2)
dimensionality reduction
(1)
convex optimization
(1)
feature extraction
(1)
bayesian inference
(1)
brain network analysis
(1)
hierarchical model
(1)
unsupervised clustering
(1)
parameter estimation
(1)
outlier detection
(1)
network analysis
(1)
time series
(1)
value function
(1)
pattern recognition
(1)
structure learning
(1)
statistical inference
(1)
dual averaging
(1)
bellman residual
(1)
fmri analysis
(1)
Papers
A Closer Look at Deep Policy Gradients
ICLR 2020
Implementation Matters in Deep RL: A Case Study on PPO and TRPO
ICLR 2020
Multi-scale Graphical Models for Spatio-Temporal Processes
NeurIPS 2014
Sparse Reinforcement Learning via Convex Optimization
ICML 2014
Identification of Recurrent Patterns in the Activation of Brain Networks
NeurIPS 2012