Michael R Zhang

3 papers · 2021–2021 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 📈 Trend Setter

Venues

ICLR (2) ICML (1)

Top co-authors

Cosmin Paduraru (2) Ziyu Wang (2) Mohammad Norouzi (2) Ofir Nachum (2) George Tucker (2) Thomas Paine (2) James R Lucas (1) Justin Fu (1) Roger B Grosse (1) Richard Zemel (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Reinforcement Learning (1) Architectures (1) Learning Types (1) Methods (1) Models (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

deep reinforcement learning (1) model-based planning (1) stochastic gradient descent (1) off-policy evaluation (1) policy optimization (1) benchmark suite (1) neural network optimization (1) loss landscape (1) continuous control (1) policy selection (1) differential geometry (1) conditional distribution (1) parameter space (1) offline policy evaluation (1) parameter trajectory (1) linear interpolation (1) neural network (1) offline dataset (1) autoregressive dynamics model (1)

Papers

Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization ICLR 2021 Benchmarks for Deep Off-Policy Evaluation ICLR 2021 On Monotonic Linear Interpolation of Neural Network Parameters ICML 2021