RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari

In this issue, we look at MuZero, DeepMind’s new algorithm that learns a model and achieves AlphaZero performance in Chess, Shogi, and Go and achieves state-of-the-art performance on Atari. We also look at Safety Gym, OpenAI’s new environment suite for safe RL.

PDF) Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems

Scheduling UAV Swarm with Attention-based Graph Reinforcement Learning for Ground-to-air Heterogeneous Data Communication

deep learning – Severely Theoretical

RL Weekly 32: New SotA Sample Efficiency on Atari and an Analysis of the Benefits of Hierarchical RL

Mastering Atari Games with Limited Data – arXiv Vanity

Memory-based Reinforcement Learning

RL Weekly 9: Sample-efficient Near-SOTA Model-based RL, Neural MMO, and Bottlenecks in Deep Q-Learning : r/reinforcementlearning

State of AI Report 2023 - Air Street Capital

Aman's AI Journal • Papers List

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ICLR 2022

PDF) Mastering Atari Games with Limited Data

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