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Spotlight
Wed 13:55 Generalizing Gaussian Smoothing for Random Search
Katelyn Gao · Ozan Sener
Spotlight
Wed 14:40 A Natural Actor-Critic Framework for Zero-Sum Markov Games
Ahmet Alacaoglu · Luca Viano · Niao He · Volkan Cevher
Spotlight
Wed 14:00 Constrained Offline Policy Optimization
Nicholas Polosky · Bruno C. da Silva · Madalina Fiterau · Jithin Jagannath
Spotlight
Tue 11:45 Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms
Jeongyeol Kwon · Yonathan Efroni · Constantine Caramanis · Shie Mannor
Poster
Wed 15:30 Generalizing Gaussian Smoothing for Random Search
Katelyn Gao · Ozan Sener
Spotlight
Wed 7:45 Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models and Amortized Policy Search
Qi Wang · Herke van Hoof
Poster
Wed 15:30 A Natural Actor-Critic Framework for Zero-Sum Markov Games
Ahmet Alacaoglu · Luca Viano · Niao He · Volkan Cevher
Spotlight
Wed 10:15 Biased Gradient Estimate with Drastic Variance Reduction for Meta Reinforcement Learning
Yunhao Tang
Poster
Wed 15:30 Constrained Offline Policy Optimization
Nicholas Polosky · Bruno C. da Silva · Madalina Fiterau · Jithin Jagannath
Spotlight
Thu 11:00 Understanding Policy Gradient Algorithms: A Sensitivity-Based Approach
Shuang Wu · Ling Shi · Jun Wang · Guangjian Tian
Spotlight
Wed 8:00 History Compression via Language Models in Reinforcement Learning
Fabian Paischer · Thomas Adler · Vihang Patil · Angela Bitto-Nemling · Markus Holzleitner · Sebastian Lehner · Hamid Eghbal-zadeh · Sepp Hochreiter
Spotlight
Wed 11:05 A Temporal-Difference Approach to Policy Gradient Estimation
Samuele Tosatto · Andrew Patterson · Martha White · A. Mahmood