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478 Results
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Poster
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Tue 21:00 |
Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement Benjamin Eysenbach · XINYANG GENG · Sergey Levine · Russ Salakhutdinov |
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Workshop
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On Training Effective Reinforcement Learning Agents for Real-time Power Grid Operation and Control Ruisheng Diao · Di Shi · Bei Zhang · Siqi Wang · Haifeng Li · Chunlei Xu · Tu Lan · Desong Bian · Jiajun Duan · Zheng Wu |
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Poster
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Wed 9:00 |
On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them Chen Liu · Mathieu Salzmann · Tao Lin · Ryota Tomioka · Sabine Süsstrunk |
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Poster
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Tue 21:00 |
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees Haoran Zhu · Pavankumar Murali · Dzung Phan · Lam Nguyen · Jayant Kalagnanam |
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Poster
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Mon 21:00 |
Trust the Model When It Is Confident: Masked Model-based Actor-Critic Feiyang Pan · Jia He · Dandan Tu · Qing He |
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Poster
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Thu 9:00 |
Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards Yijie Guo · Jongwook Choi · Marcin Moczulski · Shengyu Feng · Samy Bengio · Mohammad Norouzi · Honglak Lee |
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Poster
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Mon 21:00 |
Constrained episodic reinforcement learning in concave-convex and knapsack settings Kianté Brantley · Miro Dudik · Thodoris Lykouris · Sobhan Miryoosefi · Max Simchowitz · Aleksandrs Slivkins · Wen Sun |
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Workshop
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Sat 12:11 |
Contributed Talk - Cryo-ZSSR: multiple-image super-resolution based on deep internal learning Qinwen Huang · Reed Chen · Cynthia Rudin |
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Poster
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Mon 21:00 |
Learning Dynamic Belief Graphs to Generalize on Text-Based Games Ashutosh Adhikari · Xingdi Yuan · Marc-Alexandre Côté · Mikuláš Zelinka · Marc-Antoine Rondeau · Romain Laroche · Pascal Poupart · Jian Tang · Adam Trischler · Will Hamilton |
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Workshop
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Multi-stage Transmission Line Flow Control Using Centralized and Decentralized Reinforcement Learning Agents Xiumin Shang · Jingping Yang · Bingquan Zhu · Lin Ye · Jing Zhang · Jianping Xu · Qin Lyu · Ruisheng Diao |
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Poster
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Thu 9:00 |
Strictly Batch Imitation Learning by Energy-based Distribution Matching Daniel Jarrett · Ioana Bica · Mihaela van der Schaar |
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Workshop
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Sat 18:00 |
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization Brandon Trabucco · Aviral Kumar · XINYANG GENG · Sergey Levine |