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90 Results
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Poster
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Fri 16:30 |
Efficient Reinforcement Learning by Discovering Neural Pathways Samin Yeasar Arnob · Riyasat Ohib · Sergey Plis · Amy Zhang · Alessandro Sordoni · Doina Precup |
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Poster
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Wed 11:00 |
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO Skander Moalla · Andrea Miele · Daniil Pyatko · Razvan Pascanu · Caglar Gulcehre |
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Workshop
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Dream To Adapt: Learning Behaviors by Latent Imagination Under Non-Stationarity Emiliyan Gospodinov · Vaisakh Shaj Kumar · Philipp Becker · Stefan Geyer · Gerhard Neumann |
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Poster
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Fri 11:00 |
Diffusion for World Modeling: Visual Details Matter in Atari Eloi Alonso · Adam Jelley · Vincent Micheli · Anssi Kanervisto · Amos Storkey · Tim Pearce · François Fleuret |
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Poster
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Efficient Multi-task Reinforcement Learning with Cross-Task Policy Guidance Jinmin He · Kai Li · Yifan Zang · Haobo Fu · Qiang Fu · Junliang Xing · Jian Cheng |
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Poster
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Fri 11:00 |
Do's and Don'ts: Learning Desirable Skills with Instruction Videos HYUNSEUNG KIM · BYUNG KUN LEE · Hojoon Lee · Dongyoon Hwang · Donghu Kim · Jaegul Choo |
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Poster
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Wed 11:00 |
Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy Cameron Allen · Aaron Kirtland · Ruo Yu Tao · Sam Lobel · Daniel Scott · Nicholas Petrocelli · Omer Gottesman · Ronald Parr · Michael Littman · George Konidaris |
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Poster
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Wed 16:30 |
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization Hyeonah Kim · Minsu Kim · Sanghyeok Choi · Jinkyoo Park |
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Poster
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Wed 11:00 |
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning Moritz Schneider · Robert Krug · Narunas Vaskevicius · Luigi Palmieri · Joschka Boedecker |
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Poster
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Fri 11:00 |
The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space Hongyao Tang · Min Zhang · Chen Chen · Jianye Hao |
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Poster
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Thu 11:00 |
Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow Chen-Hao Chao · Chien Feng · Wei-Fang Sun · Cheng-Kuang Lee · Simon See · Chun-Yi Lee |
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Poster
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Wed 11:00 |
Autoregressive Policy Optimization for Constrained Allocation Tasks David Winkel · Niklas Strauß · Maximilian Bernhard · Zongyue Li · Thomas Seidl · Matthias Schubert |