Questions tagged [ddpg]

For questions related to the reinforcement learning algorithm called Deep Deterministic Policy Gradient (DDPG).

Filter by
Sorted by
Tagged with
3
votes
0answers
102 views

Can I use deterministic policy gradient methods for stochastic policy learning?

Can I treat a stochastic policy (over a finite action space of size $n$) as a deterministic policy (in the set of probability distribution in $\mathbb{R}^n$)? It seems to me that nothing is broken ...
7
votes
0answers
779 views

Is there a difference in the architecture of deep reinforcement learning when multiple actions are performed instead of a single action?

I've built a deep deterministic policy gradient reinforcement learning agent to be able to handle any games/tasks that have only one action. However, the agent seems to fail horribly when there are ...

1
2