py36-gym - OpenAI toolkit for developing and comparing your reinforcement learning agents

Property Value
Distribution FreeBSD 12
Repository FreeBSD Ports Latest i386
Package filename py36-gym-0.14.0.txz
Package name py36-gym
Package version 0.14.0
Package release -
Package architecture i386
Package type txz
Category math python
License MIT
Download size 1.30 MB
Installed size 5.00 MB
OpenAI Gym is a toolkit for developing and comparing reinforcement learning
algorithms. This is the gym open-source library, which gives you access to a
standardized set of environments.
gym makes no assumptions about the structure of your agent, and is compatible
with any numerical computation library, such as TensorFlow or Theano. You can
use it from Python code, and soon from other languages.
There are two basic concepts in reinforcement learning: the environment (namely,
the outside world) and the agent (namely, the algorithm you are writing). The
agent sends actions to the environment, and the environment replies with
observations and rewards (that is, a score).
The core gym interface is Env, which is the unified environment interface. There
is no interface for agents; that part is left to you. The following are the Env
methods you should know:
- reset(self): Reset the environment's state. Returns observation.
- step(self, action): Step the environment by one timestep. Returns observation,
reward, done, info.
- render(self, mode='human'): Render one frame of the environment. The default
mode will do something human friendly, such as pop up a window.


Package Version Architecture Repository
py36-gym-0.14.0.txz 0.14.0 amd64 FreeBSD Ports Latest
py36-gym-0.14.0.txz 0.14.0 i386 FreeBSD Ports Quarterly
py36-gym-0.14.0.txz 0.14.0 amd64 FreeBSD Ports Quarterly
py36-gym - - -


Name Value
py36-cloudpickle = 1.2.1
py36-numpy = 1.16.4_1,1
py36-pyglet = 1.2.4
py36-scipy = 1.2.2_1
py36-setuptools = 41.0.1
py36-six = 1.12.0
python36 = 3.6.9


Type URL
Binary Package py36-gym-0.14.0.txz
Source Package math/py-gym

Install Howto

Install py36-gym txz package:

# pkg install py36-gym

See Also

Package Description
py36-h11-0.9.0.txz Pure-Python, bring-your-own-I/O implementation of HTTP/1.1
py36-h2-3.1.0.txz HTTP/2 State-Machine based protocol implementation
py36-h5py-2.10.0.txz General-purpose Python interface to the HDF5 library
py36-haproxy-log-analysis-2.0.txz Haproxy log analyzer that tries to gives an insight of what's going on
py36-haproxyctl-0.5_1.txz HAProxy control tool
py36-hared-1.0_1.txz Small Python server for inserting notications into mtqq
py36-hash_ring-1.3.1_1.txz Implementation of consistent hashing in Python
py36-hcloud-1.6.2.txz Official Hetzner Cloud python library
py36-hexdump-3.3.txz Print binary in hex format
py36-hgreviewboard-1.0_1.txz Mercurial reviewboard extension
py36-hgsvn-0.5.2.txz Scripts to work locally on Subversion checkouts using Mercurial
py36-hgtools-6.3.txz Classes and setuptools plugin for Mercurial repositories
py36-hidapi-0.7.99.txz Cython interface to comms/hidapi
py36-hiredis-0.2.0.txz Python extension that wraps hiredis
py36-hkdf-0.0.3.txz HMAC-based Extract-and-Expand Key Derivation Function (HKDF)