harsh satija
4 papers · 2019–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (14) π Cross-Pollinator (14)
π
Renaissance Researcher
(5)
π
Conference Pioneer
Conferences
ICML (2)
NIPS (1)
UAI (1)
Top co-authors
Keywords
reinforcement learning
(3)
safe policy improvement
(2)
policy optimization
(1)
variational inference
(1)
trajectory prediction
(1)
continuous control
(1)
thompson sampling
(1)
constrained markov decision process
(1)
multi-objective optimization
(1)
safety constraint
(1)
exploration strategy
(1)
sparse reward
(1)
on-policy learning
(1)
trust region
(1)
bayesian neural network
(1)
performance guarantee
(1)
deep q-network
(1)
cost constraint
(1)
safe exploration
(1)
randomized value function
(1)
Papers
Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs
NIPS 2021
Locally Persistent Exploration in Continuous Control Tasks with Sparse Rewards
ICML 2021
Constrained Markov Decision Processes via Backward Value Functions
ICML 2020
Randomized Value Functions via Multiplicative Normalizing Flows
UAI 2019