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Vihang Patil

2 papers · 2022–2022 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (2)

Top co-authors

Sepp Hochreiter (2) José Arjona-Medina (1) Marius-Constantin Dinu (1) Patrick M Blies (1) Markus Holzleitner (1) Sebastian Lehner (1) Thomas Adler (1) Matthias Dorfer (1) Hamid Eghbal-zadeh (1) Johannes Brandstetter (1)

Research topics

Artificial Intelligence (2) Reinforcement Learning (2) Methods (2) Deep Learning (1) Machine Learning (1) Core AI (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

reinforcement learning (1) few-shot learning (1) imitation learning (1) partially observable markov decision process (1) demonstration learning (1) hopfield network (1) language model (1) sparse reward (1) hierarchical task (1) pre-trained transformer (1) delayed reward (1) history representation (1) reward redistribution (1) history compression (1)

Papers

Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution ICML 2022 History Compression via Language Models in Reinforcement Learning ICML 2022