Skip to content

JacopoD/udrlpg_

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
 
 
 
 
 
 

Repository files navigation

Visualization

Screenshot 2024-11-14 at 13 20 55 Screenshot 2024-11-14 at 13 21 08

Results

Performance of UDRLPG in three continuous control gym environments and compared to GoGePo (for its similarity) and DDPG (popular RL algorithm for continuous control tasks).

Inverted Pendulum v4

Screenshot 2024-11-14 at 13 22 12

Swimmer v4

Screenshot 2024-11-14 at 13 22 43

Hopper v4

Screenshot 2024-11-14 at 13 23 01
Generator’s ability to produce policies that achieve returns across the entire spectrum Screenshot 2024-11-14 at 13 23 29

Ablation

Weighting strategy and performance-based replay buffer Screenshot 2024-11-14 at 13 26 17

About

Upside Down Reinforcement Learning with Policy Generators

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages