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673 Results
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Workshop
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Sat 9:15 |
Hierarchical Reinforcement Learning with AI Planning Models Junkyu Lee · Michael Katz · Don Joven Agravante · Miao Liu · Geraud Nangue Tasse · Tim Klinger · Shirin Sohrabi Araghi |
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Poster
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Thu 8:45 |
Unified Off-Policy Learning to Rank: a Reinforcement Learning Perspective Zeyu Zhang · Yi Su · Hui Yuan · Yiran Wu · Rishab Balasubramanian · Qingyun Wu · Huazheng Wang · Mengdi Wang |
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Poster
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Wed 8:45 |
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference Tao Lei · Junwen Bai · Siddhartha Brahma · Joshua Ainslie · Kenton Lee · Yanqi Zhou · Nan Du · Vincent Zhao · Yuexin Wu · Bo Li · Yu Zhang · Ming-Wei Chang |
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Workshop
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Sat 9:36 |
[Paper-Oral 7] MultiPrompter: Cooperative Prompt Optimization with Multi-Agent Reinforcement Learning Dong-Ki Kim · Sungryull Sohn · Lajanugen Logeswaran · Dongsub Shim · Honglak Lee |
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Poster
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Thu 15:00 |
Gigastep - One Billion Steps per Second Multi-agent Reinforcement Learning Mathias Lechner · lianhao yin · Tim Seyde · Tsun-Hsuan Johnson Wang · Wei Xiao · Ramin Hasani · Joshua Rountree · Daniela Rus |
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Poster
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Wed 15:00 |
On Imitation in Mean-field Games Giorgia Ramponi · Pavel Kolev · Olivier Pietquin · Niao He · Mathieu Lauriere · Matthieu Geist |
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Poster
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Thu 8:45 |
Distributional Pareto-Optimal Multi-Objective Reinforcement Learning Xin-Qiang Cai · Pushi Zhang · Li Zhao · Jiang Bian · Masashi Sugiyama · Ashley Llorens |
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Poster
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Wed 8:45 |
Model-free Posterior Sampling via Learning Rate Randomization Daniil Tiapkin · Denis Belomestny · Daniele Calandriello · Eric Moulines · Remi Munos · Alexey Naumov · Pierre Perrault · Michal Valko · Pierre Ménard |
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Poster
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Tue 8:45 |
On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ϵ-Greedy Exploration Shuai Zhang · Hongkang Li · Meng Wang · Miao Liu · Pin-Yu Chen · Songtao Lu · Songtao Lu · Sijia Liu · Keerthiram Murugesan · Subhajit Chaudhury |
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Workshop
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PREMIER-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss Ruijie Zheng · Yongyuan Liang · Xiyao Wang · Shuang Ma · Hal Daumé III · Huazhe Xu · John Langford · Praveen Palanisamy · Kalyan Basu · Furong Huang |
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Poster
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Tue 8:45 |
Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control Nate Rahn · Pierluca D'Oro · Harley Wiltzer · Pierre-Luc Bacon · Marc Bellemare |
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Workshop
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JaxMARL: Multi-Agent RL Environments in JAX Alexander Rutherford · Benjamin Ellis · Matteo Gallici · Jonathan Cook · Andrei Lupu · Garðar Ingvarsson Juto · Timon Willi · Akbir Khan · Christian Schroeder de Witt · Alexandra Souly · Saptarashmi Bandyopadhyay · Mikayel Samvelyan · Minqi Jiang · Robert Lange · Shimon Whiteson · Bruno Lacerda · Nick Hawes · Tim Rocktäschel · Chris Lu · Jakob Foerster |