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799 Results
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Workshop
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Generalisable Agents for Neural Network Optimisation Kale-ab Tessera · Callum R. Tilbury · Sasha Abramowitz · Ruan John de Kock · Omayma Mahjoub · Benjamin Rosman · Sara Hooker · Arnu Pretorius |
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Workshop
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Learning AI-System Capabilities under Stochasticity Pulkit Verma · Rushang Karia · Gaurav Vipat · Anmol Gupta · Siddharth Srivastava |
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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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Workshop
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JARVIS-1: Open-Ended Multi-task Agents with Memory-Augmented Multimodal Language Models Zihao Wang · Shaofei Cai · Anji Liu · Xiaojian (Shawn) Ma · Yitao Liang |
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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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Towards General-Purpose In-Context Learning Agents Louis Kirsch · James Harrison · Daniel Freeman · Jascha Sohl-Dickstein · Jürgen Schmidhuber |
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Workshop
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Towards General-Purpose In-Context Learning Agents Louis Kirsch · James Harrison · Daniel Freeman · Jascha Sohl-Dickstein · Jürgen Schmidhuber |
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Workshop
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Towards General-Purpose In-Context Learning Agents Louis Kirsch · James Harrison · Daniel Freeman · Jascha Sohl-Dickstein · Jürgen Schmidhuber |
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Workshop
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Towards General-Purpose In-Context Learning Agents Louis Kirsch · James Harrison · Daniel Freeman · Jascha Sohl-Dickstein · Jürgen Schmidhuber |
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Workshop
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Fri 12:40 |
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration Yuqing Du · Eliza Kosoy · Alyssa L Dayan · Maria Rufova · Pieter Abbeel · Alison Gopnik |
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Workshop
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Fri 9:40 |
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration Alison Gopnik · Pieter Abbeel · Maria Rufova · Alyssa L Dayan · Eliza Kosoy · Yuqing Du |