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178 Results
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Poster
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Tue 15:30 |
DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations Fei Deng · Ingook Jang · Sungjin Ahn |
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Poster
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Tue 15:30 |
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer Yao Mu · Shoufa Chen · Mingyu Ding · Jianyu Chen · Runjian Chen · Ping Luo |
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Poster
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Thu 15:00 |
Winning the Lottery Ahead of Time: Efficient Early Network Pruning John Rachwan · Daniel Zügner · Bertrand Charpentier · Simon Geisler · Morgane Ayle · Stephan Günnemann |
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Spotlight
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Wed 10:25 |
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control Liang Zhang · Qiang Wu · Jun Shen · Linyuan Lü · Bo Du · Jianqing Wu |
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Poster
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Thu 15:00 |
Asking for Knowledge (AFK): Training RL Agents to Query External Knowledge Using Language Iou-Jen Liu · Xingdi Yuan · Marc-Alexandre Côté · Pierre-Yves Oudeyer · Alex Schwing |
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Poster
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Wed 15:30 |
Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation Aivar Sootla · Alexander I Cowen-Rivers · Taher Jafferjee · Ziyan Wang · David Mguni · Jun Wang · Haitham Bou Ammar |
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Spotlight
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Tue 14:10 |
Individual Reward Assisted Multi-Agent Reinforcement Learning Li Wang · Yupeng Zhang · Yujing Hu · Weixun Wang · Chongjie Zhang · Yang Gao · Jianye Hao · Tangjie Lv · Changjie Fan |
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Poster
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Tue 15:30 |
Generative Cooperative Networks for Natural Language Generation Sylvain Lamprier · Thomas Scialom · Antoine Chaffin · Vincent Claveau · Ewa Kijak · Jacopo Staiano · Benjamin Piwowarski |
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Poster
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Wed 15:30 |
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control Liang Zhang · Qiang Wu · Jun Shen · Linyuan Lü · Bo Du · Jianqing Wu |
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Poster
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Tue 15:30 |
Individual Reward Assisted Multi-Agent Reinforcement Learning Li Wang · Yupeng Zhang · Yujing Hu · Weixun Wang · Chongjie Zhang · Yang Gao · Jianye Hao · Tangjie Lv · Changjie Fan |
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Spotlight
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Thu 13:35 |
Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training Jan Kaiser · Oliver Stein · Annika Eichler |
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Spotlight
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Wed 14:55 |
Goal Misgeneralization in Deep Reinforcement Learning Lauro Langosco di Langosco · Jack Koch · Lee Sharkey · Jacob Pfau · David Krueger |