Skip to content
conftrace_

Xiaoteng Ma

18 papers · 2021–2026 · 6 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

Jump to papers ↓
+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (19) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ† Keyword Champion (3) πŸ’Ž Century Club Β· Bronze ❓ The Questioner (2) πŸ”₯ Unstoppable Β· Bronze πŸ—ƒοΈ Keyword Collector (77) ⚑ Prolific Year Β· Productive

Venues

NeurIPS (6) ICLR (5) AAAI (2) ICML (2) IJCAI (2) ACL (1)

Top co-authors

Jun Yang (8) Qianchuan Zhao (6) Qihan Liu (5) Bin Liang (5) Chongjie Zhang (5) Jiafei Lyu (4) Xiu Li (4) Yiqin Yang (4) Yuhua Jiang (3) Rui Yang (3)

Research topics

Reinforcement Learning (14) Methods (13) Machine Learning (9) Artificial Intelligence (7) Core AI (6) Optimization & Theory (4) Applications (3) Learning Types (3) Application Areas (2) Learning Paradigms (2)

Keywords

offline reinforcement learning (7) value function (3) value estimation (3) reinforcement learning (3) policy optimization (3) sample efficiency (2) distribution shift (2) extrapolation error (2) continuous control (2) deep reinforcement learning (2) cross-domain adaptation (2) behavior cloning (1) adversarial robustness (1) sample complexity (1) optimal transport (1) multi-agent reinforcement learning (1) policy gradient (1) domain generalization (1) reward function (1) model-based reinforcement learning (1)

Papers

From Word to World: Can Large Language Models be Implicit Text-based World Models? ACL 2026 Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint ICLR 2025 Episodic Novelty Through Temporal Distance ICLR 2025 Efficient Multi-agent Reinforcement Learning by Planning ICLR 2024 Learning Diverse Risk Preferences in Population-Based Self-Play AAAI 2024 NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning NeurIPS 2024 SEABO: A Simple Search-Based Method for Offline Imitation Learning ICLR 2024 Single-Trajectory Distributionally Robust Reinforcement Learning ICML 2024 Cross-Domain Policy Adaptation via Value-Guided Data Filtering NeurIPS 2023 Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning (Extended Abstract) IJCAI 2023 What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL? ICML 2023 Efficient Continuous Control with Double Actors and Regularized Critics AAAI 2022 Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping NeurIPS 2022 Mildly Conservative Q-Learning for Offline Reinforcement Learning NeurIPS 2022 Offline Reinforcement Learning with Value-based Episodic Memory ICLR 2022 RORL: Robust Offline Reinforcement Learning via Conservative Smoothing NeurIPS 2022 Average-Reward Reinforcement Learning with Trust Region Methods IJCAI 2021 Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning NeurIPS 2021