39:42 Unlocking Lifelong Robot Learning With Modularity - Jorge Mendez Mendez - CoLLAs 2025 Conference on Lifelong Learning Agents (CoLLAs) 53 views - 4 months ago
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30:23 Navigating the Affordance Landscape for Continual Agent Adaptation - Khimya Khetarpal - CoLLAs 2025 Conference on Lifelong Learning Agents (CoLLAs) 38 views - 4 months ago
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23:08 Beyond Cosine Decay - CoLLAs 2025 Conference on Lifelong Learning Agents (CoLLAs) 32 views - 4 months ago
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58:29 Leveraging Traces for Continual Reinforcement Learning - Martha White - CoLLAs 2025 Conference on Lifelong Learning Agents (CoLLAs) 113 views - 4 months ago
59:50 Computational Building Blocks for Complex Cognition - Cristina Savin - CoLLAs 2025 Conference on Lifelong Learning Agents (CoLLAs) 70 views - 4 months ago
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41:19 Theoretical Advances in Continual Learning - CoLLAs 2024 - PART 1 Conference on Lifelong Learning Agents (CoLLAs) 416 views - 1 year ago
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46:29 Data Heterogeneity Analysis for Out-of-Distribution Generalization - CoLLAs 2024 - PART 1 Conference on Lifelong Learning Agents (CoLLAs) 95 views - 1 year ago
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57:30 Continual learning in the presence of Large pretrained models - Rahaf Aljundi - CoLLAs 2023 Conference on Lifelong Learning Agents (CoLLAs) 1.1K views - 2 years ago
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12:43 A Dataset Perspective on Offline Reinforcement Learning - CoLLAs 2022 Conference on Lifelong Learning Agents (CoLLAs) 209 views - 3 years ago
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14:16 Neural Distillation as a State Representation Bottleneck in Reinforcement Learning - CoLLAs 2022 Conference on Lifelong Learning Agents (CoLLAs) 113 views - 3 years ago
20:20 Inherent Limitations of Multi-Task Fair Representations - CoLLAs 2022 Conference on Lifelong Learning Agents (CoLLAs) 64 views - 3 years ago
11:52 Continual Learning with Foundation Models: An Empirical Study of Latent Replay - CoLLAs 2022 Conference on Lifelong Learning Agents (CoLLAs) 238 views - 3 years ago
9:50 Predictive learning enables neural networks to learn complex working memory tasks - CoLLAs 2022 Conference on Lifelong Learning Agents (CoLLAs) 115 views - 3 years ago
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12:58 Energy-Based Models for Continual Learning - CoLLAs 2022 Conference on Lifelong Learning Agents (CoLLAs) 443 views - 3 years ago
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59:30 Panel Discussion on 'Scaling on Deep Learning' - CoLLAs 2022 Conference on Lifelong Learning Agents (CoLLAs) 167 views - 3 years ago
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