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Katja Hofmann

Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification

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Jun 20, 2022
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Interactively Learning Preference Constraints in Linear Bandits

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Jun 10, 2022
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Towards Flexible Inference in Sequential Decision Problems via Bidirectional Transformers

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Apr 28, 2022
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Monotonic Improvement Guarantees under Non-stationarity for Decentralized PPO

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Jan 31, 2022
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You May Not Need Ratio Clipping in PPO

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Jan 31, 2022
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Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency

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Dec 11, 2021
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NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment

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Oct 15, 2021
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Strategically Efficient Exploration in Competitive Multi-agent Reinforcement Learning

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Jul 30, 2021
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SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents

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Jul 06, 2021
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Memory Efficient Meta-Learning with Large Images

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Jul 02, 2021
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