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Search All 2022 Events
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Spotlight
Wed 10:35
PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation
Matilde Gargiani · Andrea Zanelli · Andrea Martinelli · Tyler Summers · John Lygeros
Poster
Wed 15:30
PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation
Matilde Gargiani · Andrea Zanelli · Andrea Martinelli · Tyler Summers · John Lygeros
Spotlight
Thu 11:00
Understanding Policy Gradient Algorithms: A Sensitivity-Based Approach
Shuang Wu · Ling Shi · Jun Wang · Guangjian Tian
Poster
Thu 15:00
Understanding Policy Gradient Algorithms: A Sensitivity-Based Approach
Shuang Wu · Ling Shi · Jun Wang · Guangjian Tian
Spotlight
Wed 10:20
Analysis of Stochastic Processes through Replay Buffers
Shirli Di-Castro Shashua · Shie Mannor · Dotan Di Castro
Poster
Wed 15:30
Analysis of Stochastic Processes through Replay Buffers
Shirli Di-Castro Shashua · Shie Mannor · Dotan Di Castro
Spotlight
Wed 8:40
Zero-Shot Reward Specification via Grounded Natural Language
Parsa Mahmoudieh · Deepak Pathak · Trevor Darrell
Poster
Wed 15:30
Zero-Shot Reward Specification via Grounded Natural Language
Parsa Mahmoudieh · Deepak Pathak · Trevor Darrell
Spotlight
Tue 8:20
Learning Infinite-horizon Average-reward Markov Decision Process with Constraints
Liyu Chen · Rahul Jain · Haipeng Luo
Poster
Tue 15:30
Learning Infinite-horizon Average-reward Markov Decision Process with Constraints
Liyu Chen · Rahul Jain · Haipeng Luo
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