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501 Results
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Poster
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Wed 16:30 |
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX Alexander Rutherford · Benjamin Ellis · Matteo Gallici · Jonathan Cook · Andrei Lupu · Garðar Ingvarsson Juto · Timon Willi · Ravi Hammond · 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 |
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Poster
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Wed 16:30 |
WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control Claire Bizon Monroc · Ana Busic · Donatien Dubuc · Jiamin Zhu |
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Poster
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Wed 16:30 |
SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling Dengwei Zhao · Shikui Tu · Lei Xu |
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Poster
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Fri 11:00 |
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors Joseph Ortiz · Antoine Dedieu · Wolfgang Lehrach · J Swaroop Guntupalli · Carter Wendelken · Ahmad Humayun · Sivaramakrishnan Swaminathan · Guangyao Zhou · Miguel Lazaro-Gredilla · Kevin Murphy |
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Poster
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Thu 11:00 |
ODRL: A Benchmark for Off-Dynamics Reinforcement Learning Jiafei Lyu · Kang Xu · Jiacheng Xu · yan · Jing-Wen Yang · Zongzhang Zhang · Chenjia Bai · Zongqing Lu · Xiu Li |
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Poster
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Wed 11:00 |
Integrating Suboptimal Human Knowledge with Hierarchical Reinforcement Learning for Large-Scale Multiagent Systems Dingbang Liu · Shohei Kato · Wen Gu · Fenghui Ren · Jun Yan · Guoxin Su |
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Session
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Wed 15:30 |
Overflow for Oral Session 2B: Reinforcement Learning |
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Poster
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Fri 16:30 |
GenRL: Multimodal-foundation world models for generalization in embodied agents Pietro Mazzaglia · Tim Verbelen · Bart Dhoedt · Aaron Courville · Sai Rajeswar Mudumba |
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Poster
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Wed 11:00 |
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective Yunpeng Qing · Shunyu Liu · Jingyuan Cong · Kaixuan Chen · Yihe Zhou · Mingli Song |
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Poster
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Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? Yang Dai · Oubo Ma · Longfei Zhang · Xingxing Liang · Shengchao Hu · Mengzhu Wang · Shouling Ji · Jincai Huang · Li Shen |
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Affinity Event
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Reinforcement Learning-Based Multi-Objective Traffic Signal Control with Emergency Vehicle and Pedestrian Prioritization IMANE BRIKI · Maryam Alami Chentoufi · Rachid Ellaia |
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Poster
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Thu 11:00 |
Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers Kai Yan · Alex Schwing · Yu-Xiong Wang |