Would be great to have Unity3D or Unreal Engine integration for games/simulations
Yes, that'd be great. Gym is open-source — would love if someone built an integration!
OpenAI Gym
11–14 of 14 posts
Re: OpenAI Gym
#12Are there any existing projects based on this, just looking for some examples
Re: OpenAI Gym
#13kudos for citing Searn, it's one of the greatest joint prediction and learning algorithms that started a whole range of useful learning to search approaches.
LOLS is even better. all approaches inspired by the reinforcement learning but use the information from already present data to imitate the constructed policy.
training neural networks with the approach of LOLS could make so many tasks reachable.
one could probably even imitate a komodo 9 algorithm with it.
Re: OpenAI Gym
#14For those more familiar in this scape - would something like this be possible for NLP? Specifically sentence classification (ie, to produce an intent with metadata)?
OpenAI Gym is for Reinforcement Learning - a different kind of learning, where you don't have ground truth, but the agent gets a positive reward when it makes good guesses. Is this what you are looking for with NLP?
What i'm looking for from NLP is the classic holy grail i guess _(Ie, i know i'm asking a lot)_. To be able to translate english to and from actionable data.
A lot of companies like wit.ai are harnessing the power of machine learning, and having customers/users contribute heavily to this.
I'd love to see a service like OpenAI provide open source offerings to help the community grow language understanding together. Think of wit.ai, but fully open source and with the machine learned result downloadable - usable offline, licensed freely, etc.
Machine Learning for NLP has so many powerful private offerings, but i'm not aware of a single open source one. Especially one that you could run offline on your own servers.