Raksha Kumaraswamy
5 papers · 2017–2023 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(4)
off-policy learning
(2)
sparse coding
(1)
policy gradient
(1)
sparse representation
(1)
least-squares temporal difference
(1)
action-value function
(1)
tile coding
(1)
upper confidence bound
(1)
successor feature
(1)
catastrophic interference
(1)
control policy
(1)
local minimum
(1)
off-policy actor-critic
(1)
directed exploration
(1)
neural network
(1)
emphatic weighting
(1)
non-stationary reward
(1)
continual auxiliary task learning
(1)
representation learning
(1)
Papers
Off-Policy Actor-Critic with Emphatic Weightings
JMLR 2023
Continual Auxiliary Task Learning
NeurIPS 2021
The Utility of Sparse Representations for Control in Reinforcement Learning
AAAI 2019
Context-dependent upper-confidence bounds for directed exploration
NeurIPS 2018
Learning Sparse Representations in Reinforcement Learning with Sparse Coding
IJCAI 2017