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Oral
Wed Jul 24 07:30 AM -- 07:45 AM (PDT) @ Hall C 1-3 None
Offline Actor-Critic Reinforcement Learning Scales to Large Models
Jost Tobias Springenberg · Abbas Abdolmaleki · Jingwei Zhang · Oliver M Groth · Michael Bloesch · Thomas Lampe · Philemon Brakel · Sarah Bechtle · Steven Kapturowski · Roland Hafner · Nicolas Heess · Martin Riedmiller
Oral
Wed Jul 24 07:45 AM -- 08:00 AM (PDT) @ Hall C 1-3 None
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL
Jesse Farebrother · Jordi Orbay · Quan Vuong · Adrien Ali Taiga · Yevgen Chebotar · Ted Xiao · Alexander Irpan · Sergey Levine · Pablo Samuel Castro · Aleksandra Faust · Aviral Kumar · Rishabh Agarwal
Oral
Wed Jul 24 08:00 AM -- 08:15 AM (PDT) @ Hall C 1-3 None
SAPG: Split and Aggregate Policy Gradients
Jayesh Singla · Ananye Agarwal · Deepak Pathak
Oral
Wed Jul 24 08:15 AM -- 08:30 AM (PDT) @ Hall C 1-3 None
Rate-Optimal Policy Optimization for Linear Markov Decision Processes
Uri Sherman · Alon Cohen · Tomer Koren · Yishay Mansour