2 papers
cs.LG2025
Decorrelated Soft Actor-Critic for Efficient Deep Reinforcement Learning
Burcu Küçükoğlu, Sander Dalm, Marcel van Gerven
The effectiveness of credit assignment in reinforcement learning (RL) when dealing with high-dimensional data is influenced by the success of representation learning via deep neura…
cs.LG2022
Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization
Burcu Küçükoğlu, Walraaf Borkent, Bodo Rueckauer +3
Advances in reinforcement learning (RL) often rely on massive compute resources and remain notoriously sample inefficient. In contrast, the human brain is able to efficiently learn…