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790 Results
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Poster
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Wed 15:00 |
Compositional Foundation Models for Hierarchical Planning Anurag Ajay · Seungwook Han · Yilun Du · Shuang Li · Abhi Gupta · Tommi Jaakkola · Josh Tenenbaum · Leslie Kaelbling · Akash Srivastava · Pulkit Agrawal |
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Workshop
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Codeplay: Autotelic Learning through Collaborative Self-Play in Programming Environments Laetitia Teodorescu · Cédric Colas · Matthew Bowers · Thomas Carta · Pierre-Yves Oudeyer |
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Workshop
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Unlocking the Power of Representations in Long-term Novelty-based Exploration Steven Kapturowski · Alaa Saade · Daniele Calandriello · Charles Blundell · Pablo Sprechmann · Leopoldo Sarra · Oliver Groth · Michal Valko · Bilal Piot |
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Workshop
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Multi-Agent Learning of Efficient Fulfilment and Routing Strategies in E-Commerce Omkar Shelke · Pranavi Pathakota · Anandsingh Chauhan · Hardik Meisheri · Harshad Khadilkar · Balaraman Ravindran |
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Poster
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Thu 8:45 |
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL Chen Sun · Wannan Yang · Thomas Jiralerspong · Dane Malenfant · Benjamin Alsbury-Nealy · Yoshua Bengio · Blake Richards |
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Poster
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Tue 8:45 |
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL Pascal Leroy · Pablo G. Morato · Jonathan Pisane · Athanasios Kolios · Damien Ernst |
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Poster
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Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks Jiaxu Tian · Dapeng Zhi · Si Liu · Peixin Wang · Cheng Chen · Min Zhang |
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Workshop
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Sustainable Data Center Modeling: A Multi-Agent Reinforcement Learning Benchmark Soumyendu Sarkar · Avisek Naug · Antonio Guillen-Perez · Ricardo Luna Gutierrez · Vineet Gundecha · Sahand Ghorbanpour · Sajad Mousavi · Ashwin Ramesh Babu |
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Poster
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Tue 8:45 |
DataPerf: Benchmarks for Data-Centric AI Development Mark Mazumder · Colby Banbury · Xiaozhe Yao · Bojan Karlaš · William Gaviria Rojas · Sudnya Diamos · Greg Diamos · Lynn He · Alicia Parrish · Hannah Rose Kirk · Jessica Quaye · Charvi Rastogi · Douwe Kiela · David Jurado · David Kanter · Rafael Mosquera · Will Cukierski · Juan Ciro · Lora Aroyo · Bilge Acun · Lingjiao Chen · Mehul Raje · Max Bartolo · Evan Sabri Eyuboglu · Amirata Ghorbani · Emmett Goodman · Addison Howard · Oana Inel · Tariq Kane · Christine R. Kirkpatrick · D. Sculley · Tzu-Sheng Kuo · Jonas Mueller · Tristan Thrush · Joaquin Vanschoren · Margaret Warren · Adina Williams · Serena Yeung · Newsha Ardalani · Praveen Paritosh · Ce Zhang · James Zou · Carole-Jean Wu · Cody Coleman · Andrew Ng · Peter Mattson · Vijay Janapa Reddi |
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Workshop
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Paper 7: Neural Task Synthesis for Visual Programming Victor-Alexandru Pădurean · Georgios Tzannetos · Adish Singla |
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Poster
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Wed 8:45 |
Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach Riccardo Poiani · Nicole Nobili · Alberto Maria Metelli · Marcello Restelli |
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Workshop
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Mastering Memory Tasks with World Models Mohammad Reza Samsami · Artem Zholus · Janarthanan Rajendran · Sarath Chandar |