Raphael Marinier
5 papers · 2019–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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The Questioner
Top co-authors
Research topics
Reinforcement Learning
(4)
Methods
(4)
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Applications
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
continuous control
(2)
reward function
(2)
imitation learning
(1)
transfer learning
(1)
policy gradient
(1)
empirical study
(1)
policy learning
(1)
distributed computing
(1)
episodic memory
(1)
hyperparameter tuning
(1)
expert demonstration
(1)
sparse reward
(1)
on-policy learning
(1)
deep rl
(1)
actor-critic method
(1)
credit assignment
(1)
offline supervised
(1)
hyperparameter selection
(1)
deep reinforcement learning
(1)
novelty bonus
(1)
Papers
Hyperparameter Selection for Imitation Learning
ICML 2021
What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study
ICLR 2021
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference
ICLR 2020
Self-Attentional Credit Assignment for Transfer in Reinforcement Learning
IJCAI 2020
Episodic Curiosity through Reachability
ICLR 2019