Adrien Ali Taiga
6 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
value function
(2)
representation learning
(2)
geometric analysis
(2)
reinforcement learning
(2)
deep reinforcement learning
(2)
transfer learning
(1)
markov decision process
(1)
nonstationarity
(1)
robot control
(1)
atari game
(1)
sparse reward
(1)
exploration bonus
(1)
auxiliary task
(1)
policy analysis
(1)
motor skill
(1)
robot simulation
(1)
neural augmentation
(1)
value function polytope
(1)
topological property
(1)
linear interpolation
(1)
Papers
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL
ICML 2024
Investigating Multi-task Pretraining and Generalization in Reinforcement Learning
ICLR 2023
On Bonus Based Exploration Methods In The Arcade Learning Environment
ICLR 2020
A Geometric Perspective on Optimal Representations for Reinforcement Learning
NeurIPS 2019
The Value Function Polytope in Reinforcement Learning
ICML 2019
Sim-to-Real Transfer with Neural-Augmented Robot Simulation
CoRL 2018