Search Results
| Search type | Search syntax |
|---|---|
| Tags | [tag] |
| Exact | "words here" |
| Author |
user:1234 user:me (yours) |
| Score |
score:3 (3+) score:0 (none) |
| Answers |
answers:3 (3+) answers:0 (none) isaccepted:yes hasaccepted:no inquestion:1234 |
| Views | views:250 |
| Code | code:"if (foo != bar)" |
| Sections |
title:apples body:"apples oranges" |
| URL | url:"*.example.com" |
| Saves | in:saves |
| Status |
closed:yes duplicate:no migrated:no wiki:no |
| Types |
is:question is:answer |
| Exclude |
-[tag] -apples |
| For more details on advanced search visit our help page | |
Results tagged with reinforcement-learning
Search options not deleted
user 41995
For questions related to reinforcement learning, i.e. a machine learning technique where we imagine an agent that interacts with an environment (composed of states) in time steps by taking actions and receiving rewards (or reinforcements), then, based on these interactions, the agent tries to find a policy (i.e. a behavioural strategy) that maximizes the cumulative reward (in the long run), so the goal of the agent is to maximize the reward.
0
votes
1
answer
229
views
How to prove that $V^\star$ is optimal if and only if it satisfies the Bellman equation?
The Question
I'd like to prove that a function $V$ (like in reinforcement learning) is optimal iff it satisfies the bellman equation. A lot of places online reference this fact, but none prove it. Fo …
- 89
0
votes
Accepted
How to prove that $V^\star$ is optimal if and only if it satisfies the Bellman equation?
A friend of mine showed me the following "post", and the proof is actually quite short.
They prove that $$\lim_{k\to\infty}V_{k}=V^{\star}$$ where $V_k$ is defined in the post. Now if the original $V$ …
- 89
4
votes
2
answers
1k
views
Is there a way to easily simulate video games, without actually rendering the pixels on screen?
Youtube was recently suggesting to me videos of people training NEAT neural networks for video games. I've noticed that often the training process was quite slow (for example in this Trackmania exampl …
- 89