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155 Results
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Poster
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Mon 17:00 |
Regularized Inverse Reinforcement Learning Wonseok Jeon · Chen-Yang Su · Paul Barde · Thang Doan · Derek Nowrouzezahrai · Joelle Pineau |
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Poster
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Wed 9:00 |
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients Brenden Petersen · Mikel Landajuela Larma · Terrell N Mundhenk · Claudio Santiago · Soo Kim · Joanne Kim |
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Poster
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Wed 9:00 |
Human-Level Performance in No-Press Diplomacy via Equilibrium Search Jonathan Gray · Adam Lerer · Anton Bakhtin · Noam Brown |
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Oral
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Tue 19:00 |
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients Brenden Petersen · Mikel Landajuela Larma · Terrell N Mundhenk · Claudio Santiago · Soo Kim · Joanne Kim |
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Oral
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Wed 11:00 |
Human-Level Performance in No-Press Diplomacy via Equilibrium Search Jonathan Gray · Adam Lerer · Anton Bakhtin · Noam Brown |
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Poster
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Tue 17:00 |
Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization Michael Zhang · Thomas Paine · Ofir Nachum · Cosmin Paduraru · George Tucker · ziyu wang · Mohammad Norouzi |
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Spotlight
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Thu 4:45 |
Self-supervised Visual Reinforcement Learning with Object-centric Representations Andrii Zadaianchuk · Maximilian Seitzer · Georg Martius |
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Poster
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Thu 1:00 |
What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study Marcin Andrychowicz · Anton Raichuk · Piotr Stanczyk · Manu Orsini · Sertan Girgin · Raphaël Marinier · Léonard Hussenot-Desenonges · Matthieu Geist · Olivier Pietquin · Marcin Michalski · Sylvain Gelly · Olivier Bachem |
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Oral
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Thu 3:00 |
What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study Marcin Andrychowicz · Anton Raichuk · Piotr Stanczyk · Manu Orsini · Sertan Girgin · Raphaël Marinier · Léonard Hussenot-Desenonges · Matthieu Geist · Olivier Pietquin · Marcin Michalski · Sylvain Gelly · Olivier Bachem |
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Poster
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Wed 9:00 |
Self-supervised Visual Reinforcement Learning with Object-centric Representations Andrii Zadaianchuk · Maximilian Seitzer · Georg Martius |
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Poster
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Mon 9:00 |
Extracting Strong Policies for Robotics Tasks from Zero-Order Trajectory Optimizers Cristina Pinneri · Shambhuraj Sawant · Sebastian Blaes · Georg Martius |