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Srinivas Shakkottai — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Srinivas Shakkottai
14
papers ·
59
citations ·
22
h-index
Texas A&M University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration
2022 · 27 citations
Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs
2020 · 11 citations
DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning
2021 · 9 citations
NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL
2021 · 3 citations
Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments
2022 · 2 citations
Federated Ensemble-Directed Offline Reinforcement Learning
2023 · 2 citations
Reinforcement Learning for Mean Field Games with Strategic Complementarities
2020 · 1 citations
Structured Reinforcement Learning for Media Streaming at the Wireless Edge
2024 · 1 citations
Top co-authors
Dileep Kalathil
· 7
Ping-Chun Hsieh
· 1
Sapana Chaudhary
· 1
Sarat Chandra Bobbili
· 1
Topics
Model-Based RL
Safe RL
Offline RL
Multi-Agent
Policy Gradient
Exploration
Game AI
Value-Based
Meta-RL