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Poster
Wed 21:00 Randomized Exploration in Reinforcement Learning with General Value Function Approximation
Haque Ishfaq · Qiwen Cui · Viet Nguyen · Alex Ayoub · Zhuoran Yang · Zhaoran Wang · Doina Precup · Lin Yang
Spotlight
Wed 18:30 Randomized Exploration in Reinforcement Learning with General Value Function Approximation
Haque Ishfaq · Qiwen Cui · Viet Nguyen · Alex Ayoub · Zhuoran Yang · Zhaoran Wang · Doina Precup · Lin Yang
Poster
Wed 21:00 Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity
Dhruv Malik · Aldo Pacchiano · Vishwak Srinivasan · Yuanzhi Li
Poster
Thu 9:00 PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models
Chaoyang He · Shen Li · Mahdi Soltanolkotabi · Salman Avestimehr
Spotlight
Thu 6:35 PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models
Chaoyang He · Shen Li · Mahdi Soltanolkotabi · Salman Avestimehr
Spotlight
Wed 17:30 Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity
Dhruv Malik · Aldo Pacchiano · Vishwak Srinivasan · Yuanzhi Li
Poster
Wed 9:00 Bilinear Classes: A Structural Framework for Provable Generalization in RL
Simon Du · Sham Kakade · Jason Lee · Shachar Lovett · Gaurav Mahajan · Wen Sun · Ruosong Wang
Oral
Wed 6:00 Bilinear Classes: A Structural Framework for Provable Generalization in RL
Simon Du · Sham Kakade · Jason Lee · Shachar Lovett · Gaurav Mahajan · Wen Sun · Ruosong Wang
Spotlight
Wed 17:35 Leveraging Non-uniformity in First-order Non-convex Optimization
Jincheng Mei · Yue Gao · Bo Dai · Csaba Szepesvari · Dale Schuurmans
Oral
Wed 17:00 UCB Momentum Q-learning: Correcting the bias without forgetting
Pierre Menard · Omar Darwiche Domingues · Xuedong Shang · Michal Valko
Poster
Wed 21:00 UCB Momentum Q-learning: Correcting the bias without forgetting
Pierre Menard · Omar Darwiche Domingues · Xuedong Shang · Michal Valko
Poster
Wed 21:00 Leveraging Non-uniformity in First-order Non-convex Optimization
Jincheng Mei · Yue Gao · Bo Dai · Csaba Szepesvari · Dale Schuurmans