Towards Practical Credit Assignment for Deep Reinforcement Learning

Towards Practical Credit Assignment for Deep Reinforcement Learning

8 June 2021

Vyacheslav Alipov

Riley Simmons-Edler

N.Yu. Putintsev

Dmitry Vetrov

Papers citing "Towards Practical Credit Assignment for Deep Reinforcement Learning"

6 / 6 papers shown

Title
Sequence Compression Speeds Up Credit Assignment in Reinforcement Learning Aditya A. Ramesh Kenny Young Louis Kirsch Jürgen Schmidhuber 26 1 0 06 May 2024
BEHAVIOR-1K: A Human-Centered, Embodied AI Benchmark with 1,000 Everyday Activities and Realistic Simulation Chengshu Li Ruohan Zhang J. Wong Cem Gokmen S. Srivastava ... Silvio Savarese H. Gweon Chenxi Liu Jiajun Wu Fei-Fei Li VGen LM&Ro VLM 34 36 0 14 Mar 2024
Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: the Past, Present, and Future Yan Song He Jiang Haifeng Zhang Zheng Tian Weinan Zhang Jun Wang OffRL 23 8 0 22 Sep 2023
Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning Akash Velu Skanda Vaidyanath Dilip Arumugam OffRL 27 1 0 21 Jul 2023
Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis Alexander Meulemans Simon Schug Seijin Kobayashi Nathaniel D. Daw Gregory Wayne 21 3 0 29 Jun 2023
Counterfactual Credit Assignment in Model-Free Reinforcement Learning Thomas Mesnard T. Weber Fabio Viola S. Thakoor Alaa Saade ... A. Guez Éric Moulines Marcus Hutter Lars Buesing Rémi Munos CML OffRL 6 55 0 18 Nov 2020