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Mirror Learning: A Novel Algorithmic Template for Reinforcement Learning
Mirror Learning: A Novel Algorithmic Template for Reinforcement Learning
Authors: Jaron Cohen and Batsi Ziki
Batsi Ziki
Dec 12, 2023
Curious Agents V: Large Sparse-Reward Environments
Curious Agents V: Large Sparse-Reward Environments
Welcome back to our series where we investigate promising self-supervised reinforcement learning (RL) methods. In previous posts, we…
David de Villiers
Nov 7, 2023
Curious Agents IV: BYOL-Hindsight
Curious Agents IV: BYOL-Hindsight
Welcome back! In the previous three posts (here, here and here) we looked at methods that can allow agents to learn in environments without…
Dries Smit
Jul 10, 2023
Curious Agents III: BYOL-Explore
Curious Agents III: BYOL-Explore
Welcome back to our series on self-supervised learning and curiosity for pre-train agents in open-world environments. This post builds on…
Dries Smit
Jul 1, 2023
Curious Agents II: Solving MountainCar without Rewards
Curious Agents II: Solving MountainCar without Rewards
Welcome back to our series where we investigate some promising self-supervised learning methods that might help alleviate some of the…
Dries Smit
Jun 30, 2023
Curious agents
Curious agents
Maybe a little bit of curiosity is all you need.
Dries Smit
May 21, 2023
Deep Reinforcement Learning for Network Design in Marine Transportation
Deep Reinforcement Learning for Network Design in Marine Transportation
Complex constrained optimization problems such as Marine Transportation’s Network Design can be tackled with RL methods with many…
Timothe Boulet
Mar 6, 2023
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