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Adith Swaminathan — most-cited papers & profile · Recommender Systems
← authors
·
overview
Adith Swaminathan
17
papers ·
279
citations ·
18
h-index
Netflix (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Off-Policy Policy Gradient with State Distribution Correction
2019 · 46 citations
Provably Good Batch Reinforcement Learning Without Great Exploration
2020 · 36 citations
AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
2024 · 15 citations
Heuristic-Guided Reinforcement Learning
2021 · 14 citations
Hindsight Learning for MDPs with Exogenous Inputs
2022 · 5 citations
Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning
2021 · 2 citations
Interactive Robot Learning from Verbal Correction
2023 · 1 citations
Heuristic-guided Reinforcement Learning
2021
Multi-Preference Actor Critic
2019
Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations
2019
Topics
Offline RL
Policy Gradient
Value-Based
Safe RL
Meta-RL
Model-Based RL
Exploration
cs.GT
cs.RO
Sim-to-Real