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Hongchang Zhang

10 papers · 2022–2023 · 4 venues · 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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+5 more ↓ 🌍 Conference Polyglot Β· Bronze 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (18) 🀝 Dynamic Duo (10)
πŸ‘‘ Triple Crown πŸ† Grand Slam ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (52)

Venues

NeurIPS (4) AAAI (3) ICML (2) ICLR (1)

Top co-authors

Xiangyang Ji (10) Shuncheng He (7) Jianzhun Shao (7) Yuhang Jiang (6) Yi Xu (3) Yixiu Mao (3) Chen Chen (3) Yun Qu (2) Boyuan Wang (1) Guanwen Zhang (1)

Research topics

Machine Learning (9) Reinforcement Learning (9) Methods (9) Learning Types Β· Machine Learning (8) Artificial Intelligence (5) Core AI (5) Deep Learning (3) Learning Types Β· Deep Learning (2) Optimization & Theory (2) Application Areas (1) Techniques (1)

Keywords

offline reinforcement learning (5) extrapolation error (3) multi-agent reinforcement learning (3) partial observability (2) skill discovery (2) unsupervised reinforcement learning (2) centralized training decentralized execution (2) importance sampling (2) hierarchical reinforcement learning (1) distribution shift (1) attention mechanism (1) policy improvement (1) policy evaluation (1) mutual information maximization (1) zero-shot generalization (1) policy iteration (1) skill learning (1) unsupervised skill discovery (1) out-of-distribution detection (1) latent variable model (1)

Papers

Complementary Attention for Multi-Agent Reinforcement Learning ICML 2023 Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning NeurIPS 2023 DARL: Distance-Aware Uncertainty Estimation for Offline Reinforcement Learning AAAI 2023 In-sample Actor Critic for Offline Reinforcement Learning ICLR 2023 Supported Trust Region Optimization for Offline Reinforcement Learning ICML 2023 Supported Value Regularization for Offline Reinforcement Learning NeurIPS 2023 Self-Organized Group for Cooperative Multi-agent Reinforcement Learning NeurIPS 2022 SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning NeurIPS 2022 State Deviation Correction for Offline Reinforcement Learning AAAI 2022 Wasserstein Unsupervised Reinforcement Learning AAAI 2022