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cs.LG2024
Simultaneous Training of First- and Second-Order Optimizers in Population-Based Reinforcement Learning
Felix Pfeiffer, Shahram Eivazi
The tuning of hyperparameters in reinforcement learning (RL) is critical, as these parameters significantly impact an agent's performance and learning efficiency. Dynamic adjustmen…
cs.LG2022★ 5 cited
Efficient LSTM Training with Eligibility Traces
Michael Hoyer, Shahram Eivazi, Sebastian Otte
Training recurrent neural networks is predominantly achieved via backpropagation through time (BPTT). However, this algorithm is not an optimal solution from both a biological and…