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Develop policy gradient methods that directly optimize the policy by updating it toward higher expected rewards.
Motivation
Policy gradient methods are vital for solving reinforcement learning problems with continuous action spaces. Adding this feature will enhance the flexibility of the algorithms available.
Feature Name
Adding Policy Gradient Methods Visualizations
Feature Description
Develop policy gradient methods that directly optimize the policy by updating it toward higher expected rewards.
Motivation
Policy gradient methods are vital for solving reinforcement learning problems with continuous action spaces. Adding this feature will enhance the flexibility of the algorithms available.
Implementation Suggestions (Optional)
No response
Feature Type
New Algorithm
Does this feature require additional resources?
References (Optional)
No response