Rupam Mahmood

3 papers · 2022–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

AISTATS (2) ICML (1)

Top co-authors

Samuele Tosatto (3) Martha White (2) Homayoon Farrahi (1) Yangchen Pan (1) Shivam Garg (1) Andrew Patterson (1) Qingfeng Lan (1)

Research topics

Machine Learning (3) Reinforcement Learning (3) Methods (3) Learning Types (2) Optimization & Theory (2) Mathematics & Optimization (1) Optimization (1)

Keywords

policy gradient (3) sample efficiency (2) reinforcement learning (2) off-policy learning (1) proximal policy optimization (1) model-free learning (1) gradient critic (1) reward gradient (1) softmax policy (1) policy saturation (1) softmax policies (1) temporal difference learning (1) bellman equation (1)

Papers

An Alternate Policy Gradient Estimator for Softmax Policies AISTATS 2022 A Temporal-Difference Approach to Policy Gradient Estimation ICML 2022 Model-free Policy Learning with Reward Gradients AISTATS 2022