Continual Learning as Computationally Constrained Reinforcement Learning

no code implementations • 10 Jul 2023 • Saurabh Kumar, Henrik Marklund, Ashish Rao, Yifan Zhu, Hong Jun Jeon, Yueyang Liu, Benjamin Van Roy

The design of such agents, which remains a long-standing challenge of artificial intelligence, is addressed by the subject of continual learning.

Continual Learning reinforcement-learning

Gaussian Process Policy Optimization

no code implementations • 2 Mar 2020 • Ashish Rao, Bidipta Sarkar, Tejas Narayanan

We propose a novel actor-critic, model-free reinforcement learning algorithm which employs a Bayesian method of parameter space exploration to solve environments.

reinforcement-learning Reinforcement Learning (RL)