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Renzhe Zhou

2 papers · 2023–2024 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (2)

Top co-authors

Zongzhang Zhang (2) Yang Yu (2) Chen-Xiao Gao (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Methods (2) Artificial Intelligence (1) Deep Learning (1) Learning Paradigms · Artificial Intelligence (1) Learning Paradigms · Machine Learning (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

contrastive learning (1) offline reinforcement learning (1) model-based learning (1) state transition (1) variational autoencoder (1) uncertainty estimation (1) offline meta-reinforcement learning (1) encoder-decoder architecture (1) bellman update (1) task representation learning (1) state transition reconstruction (1) task auto-encoder (1) pseudo-transition construction (1) weighted policy optimization (1)

Papers

Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations AAAI 2024 Model-Based Offline Weighted Policy Optimization (Student Abstract) AAAI 2023