Summary of Reservoir Computing For Fast, Simplified Reinforcement Learning on Memory Tasks, by Kevin Mckee
Reservoir Computing for Fast, Simplified Reinforcement Learning on Memory Tasksby Kevin McKeeFirst submitted to arxiv…
Summary of Active Reinforcement Learning Strategies For Offline Policy Improvement, by Ambedkar Dukkipati et al.
Active Reinforcement Learning Strategies for Offline Policy Improvementby Ambedkar Dukkipati, Ranga Shaarad Ayyagari, Bodhisattwa Dasgupta,…
Summary of Tilted Quantile Gradient Updates For Quantile-constrained Reinforcement Learning, by Chenglin Li et al.
Tilted Quantile Gradient Updates for Quantile-Constrained Reinforcement Learningby Chenglin Li, Guangchun Ruan, Hua GengFirst submitted…
Summary of Proposer-agent-evaluator(pae): Autonomous Skill Discovery For Foundation Model Internet Agents, by Yifei Zhou et al.
Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agentsby Yifei Zhou, Qianlan Yang, Kaixiang Lin,…
Summary of An Advantage-based Optimization Method For Reinforcement Learning in Large Action Space, by Hai Lin et al.
An Advantage-based Optimization Method for Reinforcement Learning in Large Action Spaceby Hai Lin, Cheng Huang,…
Summary of Neighbor-aware Reinforcement Learning For Mixed Traffic Optimization in Large-scale Networks, by Iftekharul Islam and Weizi Li
Neighbor-Aware Reinforcement Learning for Mixed Traffic Optimization in Large-scale Networksby Iftekharul Islam, Weizi LiFirst submitted…
Summary of Lagrangian Index Policy For Restless Bandits with Average Reward, by Konstantin Avrachenkov et al.
Lagrangian Index Policy for Restless Bandits with Average Rewardby Konstantin Avrachenkov, Vivek S. Borkar, Pratik…
Summary of Parmod: a Parallel and Modular Framework For Learning Non-markovian Tasks, by Ruixuan Miao et al.
ParMod: A Parallel and Modular Framework for Learning Non-Markovian Tasksby Ruixuan Miao, Xu Lu, Cong…
Summary of Versatile Ordering Network: An Attention-based Neural Network For Ordering Across Scales and Quality Metrics, by Zehua Yu et al.
Versatile Ordering Network: An Attention-based Neural Network for Ordering Across Scales and Quality Metricsby Zehua…
Summary of Distribution-free Uncertainty Quantification in Mechanical Ventilation Treatment: a Conformal Deep Q-learning Framework, by Niloufar Eghbali et al.
Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Frameworkby Niloufar Eghbali, Tuka…