Stack Exchange Network

Stack Exchange network consists of 174 Q&A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers.

Visit Stack Exchange

Questions tagged [reward-clipping]

For questions related to the act of clipping values of rewards observed in a problem (typically a Markov Decision Process) to a limited range (often limiting rewards to the range [-1, 1]). This is sometimes done in an effort to stabilize learning processes (most notably in the DQN algorithm and ...

2
votes
1answer
31 views

Should the reward or the Q value be clipped for reinforcement learning

When extending reinforcement learning to the continuous states, continuous action case, we must use function approximators (linear or non-linear) to approximate the Q-value. It is well known that non-...