Solving Deep Reinforcement Learning Benchmarks with Linear Policy Networks

no code implementations • 10 Feb 2024 • Annie Wong, Jacob de Nobel, Thomas Bäck, Aske Plaat, Anna V. Kononova

Although Deep Reinforcement Learning (DRL) methods can learn effective policies for challenging problems such as Atari games and robotics tasks, algorithms are complex and training times are often long.

Atari Games reinforcement-learning

Deep Multiagent Reinforcement Learning: Challenges and Directions

no code implementations • 29 Jun 2021 • Annie Wong, Thomas Bäck, Anna V. Kononova, Aske Plaat

This paper surveys the field of deep multiagent reinforcement learning.

reinforcement-learning Reinforcement Learning (RL) +1