Praveen Paruchuri
10 papers · 2019–2024 · 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
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πΊοΈ Taxonomy Completionist (31) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(6)
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Venues
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Research topics
Machine Learning
(9)
Artificial Intelligence
(8)
Core AI
(7)
Learning Types
(7)
Reinforcement Learning
(5)
Applications Β· Reinforcement Learning
(4)
Methods
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Optimization
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Robotics
(1)
Analysis
(1)
Applications Β· Data Science & Analytics
(1)
Keywords
reinforcement learning
(4)
markov decision process
(3)
smart grid
(3)
neural network
(2)
imitation learning
(1)
transfer learning
(1)
multi-agent reinforcement learning
(1)
policy learning
(1)
sample efficiency
(1)
trajectory modeling
(1)
object tracking
(1)
inverse reinforcement learning
(1)
markov chain monte carlo
(1)
logistic regression
(1)
dynamic programming
(1)
value function
(1)
value iteration
(1)
trajectory optimization
(1)
model-based reinforcement learning
(1)
ensemble learning
(1)
Papers
Safety through feedback in Constrained RL
NeurIPS 2024
City-Scale Pollution Aware Traffic Routing by Sampling Max Flows Using MCMC
AAAI 2023
Planning and Learning for Non-markovian Negative Side Effects Using Finite State Controllers
AAAI 2023
CB+NN Ensemble to Improve Tracking Accuracy in Air Surveillance
AAAI 2022
How Private Is Your RL Policy? An Inverse RL Based Analysis Framework
AAAI 2022
VidyutVanika21: An Autonomous Intelligent Broker for Smart-grids
IJCAI 2022
An Enhanced Advising Model in Teacher-Student Framework using State Categorization
AAAI 2021
Bidding in Smart Grid PDAs: Theory, Analysis and Strategy
AAAI 2020
Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs
AAAI 2019
VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition
AAAI 2019