RLChina 2024 POSTER

Poster




1
论文题目： Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization
讲者单位：上海科技大学
期刊或会议：NIPS2024
全部作者：Shutong Ding, Zhenhao Zhang, Kan Ren, Weinan Zhang, Jingyi Yu, Jingya Wang, Ye Shi


2
论文题目：Reduced Policy Optimization for Continuous Control with Hard Constraints
讲者单位：上海科技大学
期刊或会议：NIPS2023
全部作者：Shutong Ding, Jingya Wang, Yali Du, Ye Shi


3
论文题目：Achieving Fair-Effective Communications and Robustness in Underwater Acoustic Sensor Networks: A Semi-Cooperative Approach
讲者单位：北京航空航天大学宁波创新研究院
期刊或会议：IEEE Transactions on Mobile Computing
全部作者：Yu Gou, Tong Zhang, Jun Liu, Tingting Yang, Shanshan Song, Jun-Hong Cui


4
论文题目：Economical and Reliable Energy Management for Networked Microgrids in A Multi-Agent Collaborative Manner
讲者单位：中山大学
期刊或会议：IEEE Transactions on Automation Science and Engineering
全部作者：JunKai Hu, Li Xia, Jianqiang Hu, Haoran Wu


5
论文题目：EvoRainbow: Combining Improvements in Evolutonary Reinforcement Learning for Policy Search
讲者单位：天津大学
期刊或会议：ICML 2023
全部作者：Pengyi Li, Yan Zheng, Hongyao Tang, Xian Fu, Jianye Hao


6
论文题目：Bridging Evolutionary Algorithms and Reinforcement Learning A Comprehensive Survey on Hybrid Algorithms
讲者单位：天津大学
期刊或会议：IEEE TEvC 2024
全部作者：Pengyi Li, Jianye Hao, Hongyao Tang, Xian Fu, Yan Zheng, Ke Tang


7
论文题目：Value-Evolutionary-Based Reinforcement Learning
讲者单位：天津大学
期刊或会议：ICML 2024
全部作者：Pengyi Li, Jianye Hao, Hongyao Tang, Yan Zheng, Fazl Barez


8
论文题目：Odyssey: Empowering Minecraft Agents with Open-World Skills
讲者单位：浙江大学
期刊或会议：arXiv
全部作者：Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song


9
论文题目：Fast and Interpretable Mixed-Integer Linear Program Solving by Learning Model Reduction
讲者单位：东南大学
期刊或会议：
全部作者：Yixuan Li, Can Chen, Jiajun Li, Jiahui Duan, Xiongwei Han, Tao zhong, Vincent Chau, Weiwei Wu, Wangyuan Wang


10
论文题目：基于深度强化学习的投资组合管理
讲者单位：中山大学
期刊或会议：
全部作者：林普京，夏俐


11
论文题目：CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis
讲者单位：天津大学
期刊或会议：arXiv
全部作者：Yihang Xiao, Jinyi Liu, Yan Zheng, Xiaohan Xie, Jianye Hao, Mingzhi Li, Ruitao Wang, Fei Ni, Yuxiao Li, Jintian Luo, Shaoqing Jiao, Jiajie Peng


12
论文题目：OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments
讲者单位：天津大学
期刊或会议：AAAI 2024
全部作者：Yihang Xiao, Jinyi Liu, Yan Zheng, Xiaohan Xie, Jianye Hao, Mingzhi Li, Ruitao Wang, Fei Ni, Yuxiao Li, Jintian Luo, Shaoqing Jiao, Jiajie Peng


13
论文题目：A Trajectory Perspective on the Role of Data Sampling Techniques in Offline Reinforcement Learning
讲者单位：天津大学
期刊或会议：AAMAS 2024
全部作者：Jinyi Liu, Yi Ma, Jianye Hao, Yujing Hu, Yan Zheng, Tangjie Lv, Changjie Fan


14
论文题目：Fast Peer Adaptation with Context-aware Exploration
讲者单位：北京大学
期刊或会议：ICML 2024
全部作者：Long Ma, Yuanfei Wang, Fangwei Zhong, Song-Chun Zhu, Yizhou Wang


15
论文题目：Large Language Models Play StarCraft Ⅱ: Benchmarks and A Chain of Summarization Approach
讲者单位：中国科学院自动化研究所
期刊或会议：NIPS2024
全部作者：Weiyu Ma, Qirui Mi, Yongcheng Zeng, Xue Yan, Yuqiao Wu, Runji Lin, Haifeng Zhang, Jun Wang


16
论文题目：AI Agents in Economic Games
讲者单位：中国科学院自动化所
期刊或会议：AMMAS 2024
全部作者：Qirui Mi, Siyu Xia, Zhiyu Zhao, Qipeng Yang, Wentian Fan, Zijun Fan, Jun Wang, Shenghao Zhu, Haifeng Zhang


17
论文题目：Safe Reinforcement Learning for UAV Collision-free Trajectory Tracking
讲者单位：四川大学
期刊或会议：
全部作者：Qihan Qi, Xinsong Yang, Gang Xia, Haojie Xia, Meijie Zhang


18
论文题目：TrafficGamer: Reliable and Flexible Traffic Simulation for Safety-Critical Scenarios with Game-Theoretic Oracles
讲者单位：香港中文大学（深圳）
期刊或会议：arxiv
全部作者：Guanren Qiao, Guorui Quan, Jiawei Yu, Shujun Jia, Guiliang Liu


19
论文题目：Long-Sequence Task Learning based on KAN-assisted Reinforcement Learning
讲者单位：国防科技大学
期刊或会议：
全部作者：Yuke Qu, Junkai Ren, Huimin Lu, Jiawei Luo


20
论文题目：Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL
讲者单位：北京航空航天大学
期刊或会议：ECCV24
全部作者：Fangwei Zhong, Kui Wu, Hai Ci, Churan Wang, Hao Chen


21
论文题目：Uncertainty-aware and Robust Consrtaint Inference in Inverse Constrained Reinforcement Learning
讲者单位：香港中文大学（深圳）
期刊或会议：ICLR2024
全部作者：Sheng Xu, Guiliang Liu


22
论文题目：EMMA: Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld
讲者单位：腾讯
期刊或会议：CVPR 2024
全部作者：Yijun Yang, Tianyi Zhou, Kanxue Li, Dapeng Tao, Lusong Li, Li Shen, Xiaodong He, Jing Jiang, Yuhui Shi


23
论文题目：Traffic Load-Aware Resource Management Strategy for Underwater Wireless Sensor Networks
讲者单位：北京航空航天大学宁波创新研究院
期刊或会议：IEEE Transactions on Mobile Computing
全部作者：Tong Zhang, Yu Gou, Jun Liu, Jun-Hong Cui


24
论文题目：Token-level Direct Preference Optimization
讲者单位：中科院自动化所
期刊或会议：ICML 2024
全部作者：Yongcheng Zeng, Guoqing Liu, Weiyu Ma, Ning Yang, Haifeng Zhang, Jun Wang


25
论文题目：Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf
讲者单位：中科院自动化所
期刊或会议：NIPS2024
全部作者：Xuanfa Jin, Ziyan Wang, Yali Du, Meng Fang, Haifeng Zhang, Jun Wang


26
论文题目：System-Level Synthesis for Distributed Voltage Control
讲者单位：香港中文大学（深圳）
期刊或会议：
全部作者：Yifei Wu, Jing Yu, Tongxin Li


27
论文题目：Beyond Numeric Awards: In-Context Dueling Bandits with LLM Agents
讲者单位：香港中文大学（深圳）
期刊或会议：
全部作者：Fanzeng Xia, Hao Liu, Yisong Yue, Tongxin Li