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Workshop
PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse TD Learning
Angelos Filos · Clare Lyle · Yarin Gal · Sergey Levine · Natasha Jaques · Gregory Farquhar
Poster
Mon 1:00 Randomized Ensembled Double Q-Learning: Learning Fast Without a Model
Xinyue Chen · Che Wang · Zijian Zhou · Keith Ross
Poster
Mon 1:00 QPLEX: Duplex Dueling Multi-Agent Q-Learning
Jianhao Wang · Zhizhou Ren · Terry Liu · Yang Yu · Chongjie Zhang
Poster
Tue 9:00 C-Learning: Horizon-Aware Cumulative Accessibility Estimation
Panteha Naderian · Gabriel Loaiza-Ganem · Harry Braviner · Anthony Caterini · Jesse C Cresswell · Tong Li · Animesh Garg
Workshop
Towards Reinforcement Learning in the Continuing Setting
Abhishek Naik · Zaheer Abbas · Adam White · Richard Sutton
Poster
Thu 9:00 C-Learning: Learning to Achieve Goals via Recursive Classification
Benjamin Eysenbach · Ruslan Salakhutdinov · Sergey Levine
Poster
Mon 17:00 Variational Intrinsic Control Revisited
Taehwan Kwon
Poster
Mon 1:00 Temporally-Extended ε-Greedy Exploration
Will Dabney · Georg Ostrovski · Andre Barreto
Workshop
Poisoning Deep Reinforcement Learning Agents with In-Distribution Triggers
Clayton C Ashcraft
Poster
Tue 17:00 Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning
Aviral Kumar · Rishabh Agarwal · Dibya Ghosh · Sergey Levine
Workshop
On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning
Marc Vischer · Henning Sprekeler · Robert Lange
Workshop
Persistent Reinforcement Learning via Subgoal Curricula
Archit Sharma · Abhishek Gupta · Karol Hausman · Sergey Levine · Chelsea Finn