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350 Results
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Poster
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Risk-Aware Reinforcement Learning with Coherent Risk Measures and Non-linear Function Approximation Thanh Steve Lam · Arun Verma · Bryan Kian Hsiang Low · Patrick Jaillet |
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Poster
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Wed 7:30 |
Efficiently Computing Nash Equilibria in Adversarial Team Markov Games Fivos Kalogiannis · Ioannis Anagnostides · Ioannis Panageas · Emmanouil-Vasileios Vlatakis-Gkaragkounis · Vaggos Chatziafratis · Stelios Stavroulakis |
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Oral
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Wed 6:10 |
Efficiently Computing Nash Equilibria in Adversarial Team Markov Games Fivos Kalogiannis · Ioannis Anagnostides · Ioannis Panageas · Emmanouil-Vasileios Vlatakis-Gkaragkounis · Vaggos Chatziafratis · Stelios Stavroulakis |
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Poster
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Wed 7:30 |
Provably Efficient Risk-Sensitive Reinforcement Learning: Iterated CVaR and Worst Path Yihan Du · Siwei Wang · Longbo Huang |
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Poster
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Tue 7:30 |
Population-size-Aware Policy Optimization for Mean-Field Games Pengdeng Li · Xinrun Wang · Shuxin Li · Hau Chan · Bo An |
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Oral
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Tue 7:10 |
Extreme Q-Learning: MaxEnt RL without Entropy Divyansh Garg · Joey Hejna · Matthieu Geist · Stefano Ermon |
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Poster
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Tue 7:30 |
Extreme Q-Learning: MaxEnt RL without Entropy Divyansh Garg · Joey Hejna · Matthieu Geist · Stefano Ermon |
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Poster
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Solving Continuous Control via Q-learning Tim Seyde · Peter Werner · Wilko Schwarting · Igor Gilitschenski · Martin Riedmiller · Daniela Rus · Markus Wulfmeier |
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Oral
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Mon 1:50 |
Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes Aviral Kumar · Rishabh Agarwal · Xinyang Geng · George Tucker · Sergey Levine |
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Poster
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Mon 2:30 |
Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes Aviral Kumar · Rishabh Agarwal · Xinyang Geng · George Tucker · Sergey Levine |
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Poster
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Critic Sequential Monte Carlo Vasileios Lioutas · Jonathan Lavington · Justice Sefas · Matthew Niedoba · Yunpeng Liu · Berend Zwartsenberg · Setareh Dabiri · Frank Wood · Adam Scibior |
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Poster
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Wed 7:30 |
Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning Zhendong Wang · Jonathan J Hunt · Mingyuan Zhou |