2024 Poster "deep reinforcement learning" Papers
13 papers found
Advancing DRL Agents in Commercial Fighting Games: Training, Integration, and Agent-Human Alignment
Chen Zhang, Qiang HE, Yuan Zhou et al.
ICML 2024posterarXiv:2406.01103
Breaking the Barrier: Enhanced Utility and Robustness in Smoothed DRL Agents
Chung-En Sun, Sicun Gao, Lily Weng
ICML 2024posterarXiv:2406.18062
DynSyn: Dynamical Synergistic Representation for Efficient Learning and Control in Overactuated Embodied Systems
Kaibo He, Chenhui Zuo, Chengtian Ma et al.
ICML 2024posterarXiv:2407.11472
In value-based deep reinforcement learning, a pruned network is a good network
Johan Obando Ceron, Aaron Courville, Pablo Samuel Castro
ICML 2024posterarXiv:2402.12479
INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer
Han Fang, Zhihao Song, Paul Weng et al.
ICML 2024posterarXiv:2402.02317
Learning Coverage Paths in Unknown Environments with Deep Reinforcement Learning
Arvi Jonnarth, Jie Zhao, Michael Felsberg
ICML 2024posterarXiv:2306.16978
Learning the Target Network in Function Space
Kavosh Asadi, Yao Liu, Shoham Sabach et al.
ICML 2024posterarXiv:2406.01838
SHINE: Shielding Backdoors in Deep Reinforcement Learning
Zhuowen Yuan, Wenbo Guo, Jinyuan Jia et al.
ICML 2024poster
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL
Jesse Farebrother, Jordi Orbay, Quan Vuong et al.
ICML 2024posterarXiv:2403.03950
Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization
Hyeonah Kim, Minsu Kim, Sungsoo Ahn et al.
ICML 2024posterarXiv:2306.01276
Understanding and Diagnosing Deep Reinforcement Learning
Ezgi Korkmaz
ICML 2024posterarXiv:2406.16979
Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation
Jiashun Liu, Jianye Hao, Yi Ma et al.
ICML 2024poster
Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning
Jin Hwa Lee, Stefano Mannelli, Andrew Saxe
ICML 2024posterarXiv:2402.18361