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Workshop
Sat 12:00 Panel RL Theory-Practice Gap
Peter Stone · Matej Balog · Jonas Buchli · Jason Gauci · Dhruv Madeka
Poster
Tue 9:00 The Pitfalls of Regularization in Off-Policy TD Learning
Gaurav Manek · J. Zico Kolter
Poster
Wed 14:00 Sample-Efficient Reinforcement Learning of Partially Observable Markov Games
Qinghua Liu · Csaba Szepesvari · Chi Jin
Poster
Thu 14:00 Provably Efficient Reinforcement Learning in Partially Observable Dynamical Systems
Masatoshi Uehara · Ayush Sekhari · Jason Lee · Nathan Kallus · Wen Sun
Poster
Wed 14:00 Mismatched No More: Joint Model-Policy Optimization for Model-Based RL
Benjamin Eysenbach · Alexander Khazatsky · Sergey Levine · Russ Salakhutdinov
Poster
Thu 9:00 Parametrically Retargetable Decision-Makers Tend To Seek Power
Alex Turner · Prasad Tadepalli
Poster
Thu 14:00 Provably Efficient Model-Free Constrained RL with Linear Function Approximation
Arnob Ghosh · Xingyu Zhou · Ness Shroff
Poster
Tue 9:00 Provably sample-efficient RL with side information about latent dynamics
Yao Liu · Dipendra Misra · Miro Dudik · Robert Schapire