Vladislav Kurenkov

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authored a paper over 1 year ago

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

Paper • 2406.08973 • Published Jun 13, 2024 • 89

authored 6 papers almost 2 years ago

In-Context Reinforcement Learning for Variable Action Spaces

Paper • 2312.13327 • Published Dec 20, 2023 • 4

Emergence of In-Context Reinforcement Learning from Noise Distillation

Paper • 2312.12275 • Published Dec 19, 2023 • 4

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

Paper • 2312.12044 • Published Dec 19, 2023 • 4

Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size

Paper • 2211.11092 • Published Nov 20, 2022 • 1

Revisiting the Minimalist Approach to Offline Reinforcement Learning

Paper • 2305.09836 • Published May 16, 2023 • 3

Anti-Exploration by Random Network Distillation

Paper • 2301.13616 • Published Jan 31, 2023