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Poster
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Thu 13:30
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The Regret of Exploration and the Control of Bad Episodes in Reinforcement Learning
Victor Boone · Bruno Gaujal
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Poster
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Tue 17:00
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Exploring the Limits of Model-Targeted Indiscriminate Data Poisoning Attacks
Yiwei Lu · Gautam Kamath · Yaoliang Yu
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Poster
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Tue 17:00
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Investigating the Role of Model-Based Learning in Exploration and Transfer
Jacob C Walker · Eszter Vértes · Yazhe Li · Gabriel Dulac-Arnold · Ankesh Anand · Theophane Weber · Jessica Hamrick
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Poster
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Thu 13:30
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Layered State Discovery for Incremental Autonomous Exploration
Liyu Chen · Andrea Tirinzoni · Alessandro Lazaric · Matteo Pirotta
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Poster
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Tue 14:00
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CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
Nan Yin · Li Shen · Mengzhu Wang · Long Lan · Zeyu Ma · Chong Chen · Xian-Sheng Hua · Xiao Luo
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Poster
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Wed 17:00
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FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems
Matthieu Blanke · Marc Lelarge
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Poster
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Tue 17:00
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Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs
Junkai Zhang · Weitong Zhang · Quanquan Gu
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Poster
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Thu 13:30
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Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning
Sam Lobel · Akhil Bagaria · George Konidaris
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Poster
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Thu 13:30
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Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition
Yash Chandak · Shantanu Thakoor · Zhaohan Guo · Yunhao Tang · Remi Munos · Will Dabney · Diana Borsa
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Poster
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Tue 14:00
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Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape
Yan Sun · Li Shen · Shixiang Chen · Liang Ding · Dacheng Tao
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Poster
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Wed 17:00
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The Impact of Exploration on Convergence and Performance of Multi-Agent Q-Learning Dynamics
Aamal Hussain · Francesco Belardinelli · Dario Paccagnan
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Poster
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Wed 14:00
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Deep Laplacian-based Options for Temporally-Extended Exploration
Martin Klissarov · Marlos C. Machado
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