Neural learning rules for generating flexible predictions and computing the successor representation
Sign Up to like & getrecommendations! Published in 2022 at "eLife"
DOI: 10.1101/2022.05.18.492543
Abstract: The predictive nature of the hippocampus is thought to be useful for memory-guided cognitive behaviors. Inspired by the reinforcement learning literature, this notion has been formalized as a predictive map called the successor representation (SR).… read more here.
Keywords: successor representation; neural learning; learning rules; learning ... See more keywords
Black-Box Reward Attacks Against Deep Reinforcement Learning Based on Successor Representation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3174963
Abstract: Although the deep reinforcement learning (DRL) technology has been widely adopted in various fields, it has become an important research hotspot to study the vulnerability of DRL for improving the robustness of DRL agents. The… read more here.
Keywords: reinforcement learning; successor representation; deep reinforcement; black box ... See more keywords