IceHockey#
This environment is part of the Atari environments. Please read that page first for general information.
Action Space |
Discrete(18) |
Observation Space |
(210, 160, 3) |
Observation High |
255 |
Observation Low |
0 |
Import |
|
Description#
Your goal is to score as many points as possible in a standard game of Ice Hockey over a 3-minute time period. The ball is usually called “the puck”. There are 32 shot angles ranging from the extreme left to the extreme right. The angles can only aim towards the opponent’s goal. Just as in real hockey, you can pass the puck by shooting it off the sides of the rink. This can be really key when you’re in position to score a goal. Detailed documentation can be found on the AtariAge page
Actions#
By default, all actions that can be performed on an Atari 2600 are available in this environment.
Even if you use v0 or v4 or specify full_action_space=False during initialization, all actions
will be available in the default flavor.
Observations#
By default, the environment returns the RGB image that is displayed to human players as an observation. However, it is possible to observe
The 128 Bytes of RAM of the console
A grayscale image
instead. The respective observation spaces are
Box([0 ... 0], [255 ... 255], (128,), uint8)Box([[0 ... 0] ... [0 ... 0]], [[255 ... 255] ... [255 ... 255]], (250, 160), uint8)
respectively. The general article on Atari environments outlines different ways to instantiate corresponding environments
via gym.make.
Rewards#
You score points by shooting the puck into your opponent’s goal. Your opponent scores in the same manner. There are no limits to how many points you can get per game, other than the time limit of 3-minute games. For a more detailed documentation, consult the AtariAge page.
Arguments#
env = gym.make("ALE/IceHockey-v5")
The various ways to configure the environment are described in detail in the article on Atari environments.
It is possible to specify various flavors of the environment via the keyword arguments difficulty and mode.
A flavor is a combination of a game mode and a difficulty setting.
Environment |
Valid Modes |
Valid Difficulties |
Default Mode |
|---|---|---|---|
IceHockey |
|
|
|
You may use the suffix “-ram” to switch to the RAM observation space. In v0 and v4, the suffixes “Deterministic” and “NoFrameskip”
are available. These are no longer supported in v5. In order to obtain equivalent behavior, pass keyword arguments to gym.make as outlined in
the general article on Atari environments.
The versions v0 and v4 are not contained in the “ALE” namespace. I.e. they are instantiated via gym.make("Icehockey-v0").
Version History#
A thorough discussion of the intricate differences between the versions and configurations can be found in the general article on Atari environments.
v5: Stickiness was added back and stochastic frameskipping was removed. The entire action space is used by default. The environments are now in the “ALE” namespace.
v4: Stickiness of actions was removed
v0: Initial versions release (1.0.0)