harsh satija
4 papers · 2019–2021 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Reinforcement Learning
(4)
Methods
(4)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Robotics
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Capabilities
(1)
Learning Types · Deep Learning
(1)
Models
(1)
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
Locally Persistent Exploration in Continuous Control Tasks with Sparse Rewards
ICML 2021
Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs
NeurIPS 2021
Constrained Markov Decision Processes via Backward Value Functions
ICML 2020
Randomized Value Functions via Multiplicative Normalizing Flows
UAI 2019