Vladislav Kurenkov

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upvoted 2 papers 6 months ago

TabReD: A Benchmark of Tabular Machine Learning in-the-Wild

Paper • 2406.19380 • Published Jun 27 • 47

XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning

Paper • 2406.08973 • Published Jun 13 • 86

upvoted 5 papers 10 months ago

Revisiting the Minimalist Approach to Offline Reinforcement Learning

Paper • 2305.09836 • Published May 16, 2023 • 3

Linear Transformers with Learnable Kernel Functions are Better In-Context Models

Paper • 2402.10644 • Published Feb 16 • 79

Emergence of In-Context Reinforcement Learning from Noise Distillation

Paper • 2312.12275 • Published Dec 19, 2023 • 4

In-Context Reinforcement Learning for Variable Action Spaces

Paper • 2312.13327 • Published Dec 20, 2023 • 4

XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX

Paper • 2312.12044 • Published Dec 19, 2023 • 4