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Chin Pang Ho

11 papers · 2018–2026 · 5 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 ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (17)
πŸ† Keyword Champion (3) 🧭 Keyword Pioneer πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (51) πŸ“ˆ Trend Setter

Venues

ICML (4) NeurIPS (4) AISTATS (1) JMLR (1) UAI (1)

Top co-authors

Marek Petrik (7) Wolfram Wiesemann (3) Qiuhao Wang (2) Bahram Behzadian (2) Siyang Gao (2) Wenjie Huang (1) Wenyun Li (1) Siyu Zhou (1) Zhi Chen (1) Haolin Ruan (1)

Research topics

Machine Learning (10) Reinforcement Learning (9) Methods (9) Optimization & Theory (9) Artificial Intelligence (4) Mathematics & Optimization (4) Core AI (4) Learning Types (4) Optimization (4) Application Areas (1)

Keywords

robust markov decision process (6) ambiguity set (5) robust optimization (4) bellman update (3) policy iteration (2) reinforcement learning (2) homotopy continuation (2) policy gradient (2) markov decision process (2) optimization algorithm (2) global convergence (1) approximate dynamic programming (1) linear programming (1) worst-case performance (1) sequential decision making (1) asymptotic optimality (1) value iteration (1) knowledge gradient (1) distributionally robust optimization (1) distributional reinforcement learning (1)

Papers

DRL-ORA: Distributional Reinforcement Learning with Online Epistemic Risk Adaptation UAI 2026 Provable Policy Gradient for Robust Average-Reward MDPs Beyond Rectangularity ICML 2025 Fast Bellman Updates for Wasserstein Distributionally Robust MDPs NeurIPS 2023 Improving the Knowledge Gradient Algorithm NeurIPS 2023 Policy Gradient in Robust MDPs with Global Convergence Guarantee ICML 2023 Robust Satisficing MDPs ICML 2023 Robust Ο†-Divergence MDPs NeurIPS 2022 Fast Algorithms for L_∞-constrained S-rectangular Robust MDPs NeurIPS 2021 Optimizing Percentile Criterion using Robust MDPs AISTATS 2021 Partial Policy Iteration for L1-Robust Markov Decision Processes JMLR 2021 Fast Bellman Updates for Robust MDPs ICML 2018