Arushi Jain

3 papers · 2021–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

AAAI (1) NeurIPS (1) UAI (1)

Top co-authors

Doina Precup (3) Khimya Khetarpal (1) Gandharv Patil (1) Josiah P. Hanna (1) Reza Babanezhad (1) Ayush Jain (1) Sharan Vaswani (1) Csaba Szepesvári (1)

Research topics

Machine Learning (3) Reinforcement Learning (3) Methods (3) Optimization & Theory (3) Application Areas (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Applications (1) Core AI (1) Learning Types · Deep Learning (1)

Keywords

reinforcement learning (2) temporal difference learning (2) policy optimization (2) variance reduction (2) temporal difference (2) variance penalty (1) off-policy learning (1) linear function approximation (1) coin-betting algorithm (1) constrained markov decision process (1) primal-dual method (1) general value function (1) adaptive exploration (1) risk management (1) data efficiency (1) markov decision process (1)

Papers

Adaptive Exploration for Data-Efficient General Value Function Evaluations NeurIPS 2024 Towards painless policy optimization for constrained MDPs UAI 2022 Variance Penalized On-Policy and Off-Policy Actor-Critic AAAI 2021