Haozhe Ma

According to our database, Haozhe Ma authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Exploration by Random Reward Perturbation.

Haozhe Ma, Guoji Fu, Zhengding Luo, Jiele Wu, Tze-Yun Leong

CoRR, June, 2025

Causal Policy Learning in Reinforcement Learning: Backdoor-Adjusted Soft Actor-Critic.

Thanh Vinh Vo, Young Lee, Haozhe Ma, Chien Lu, Tze-Yun Leong

CoRR, June, 2025

JEDI: Latent End-to-end Diffusion Mitigates Agent-Human Performance Asymmetry in Model-Based Reinforcement Learning.

Jing Yu Lim, Zarif Ikram, Samson Yu, Haozhe Ma, Tze-Yun Leong, Dianbo Liu

CoRR, May, 2025

Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning.

Haozhe Ma, Zhengding Luo, Thanh Vinh Vo, Kuankuan Sima, Tze-Yun Leong

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

GFANC-RL: Reinforcement Learning-based Generative Fixed-filter Active Noise Control.

Zhengding Luo, Haozhe Ma, Dongyuan Shi, Woon-Seng Gan

Neural Networks, 2024

Knowledge Sharing and Transfer via Centralized Reward Agent for Multi-Task Reinforcement Learning.

Haozhe Ma, Zhengding Luo, Thanh Vinh Vo, Kuankuan Sima, Tze-Yun Leong

CoRR, 2024

Reward Shaping for Reinforcement Learning with An Assistant Reward Agent.

Haozhe Ma, Kuankuan Sima, Thanh Vinh Vo, Di Fu, Tze-Yun Leong

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Decoupled Prompt-Adapter Tuning for Continual Activity Recognition.

Di Fu, Thanh Vinh Vo, Haozhe Ma, Tze-Yun Leong

Proceedings of the Conference on Lifelong Learning Agents, 2024

Mixed-Initiative Bayesian Sub-Goal Optimization in Hierarchical Reinforcement Learning.

Haozhe Ma, Thanh Vinh Vo, Tze-Yun Leong

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Hierarchical Reinforcement Learning with Human-AI Collaborative Sub-Goals Optimization.

Haozhe Ma, Thanh Vinh Vo, Tze-Yun Leong

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2021

Day-lily Robot Bottom Control System Based on Cloud Platform.

Shuyi Wei, Haozhe Ma, Xiuxia Zhang

Proceedings of the ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems, Chongqing, China, May 28, 2021