Predator Prey

These policies are for the Predator Prey environment. Read environment page for detailed information about the environment.

Generic

These policies can be used for any version of this environment.

env = posggym.make("PredatorPrey-v0")

Policy	ID	Valid Agent IDs	Description
H1	PredatorPrey-v0/H1-v0	All	H1 moves towards closest observed prey, closest observed predator, or explores randomly, in that order.
H2	PredatorPrey-v0/H2-v0	All	H2 moves towards closest observed prey, closest observed predator, or explores in a clockwise spiral around arena, in that order.
H3	PredatorPrey-v0/H3-v0	All	H3 moves towards closest observed prey to the closest observed predator or explores in a clockwise spiral around arena, in that order.

grid=10x10-num_predators=2-num_prey=3-cooperative=True

env = posggym.make(
    "PredatorPrey-v0",
    grid="10x10",
    num_predators=2,
    num_prey=3,
    cooperative=True,
    prey_strength=2,
    obs_dim=2
)

Policy	ID	Valid Agent IDs	Description
RL1	PredatorPrey-v0/grid=10x10-num_predators=2-num_prey=3-cooperative=True/RL1-v0	All	Deep RL policy trained using PPO and self-play.
RL2	PredatorPrey-v0/grid=10x10-num_predators=2-num_prey=3-cooperative=True/RL2-v0	All	Deep RL policy trained using PPO and self-play.
RL3	PredatorPrey-v0/grid=10x10-num_predators=2-num_prey=3-cooperative=True/RL3-v0	All	Deep RL policy trained using PPO and self-play.
RL4	PredatorPrey-v0/grid=10x10-num_predators=2-num_prey=3-cooperative=True/RL4-v0	All	Deep RL policy trained using PPO and self-play.
RL5	PredatorPrey-v0/grid=10x10-num_predators=2-num_prey=3-cooperative=True/RL5-v0	All	Deep RL policy trained using PPO and self-play.
RL6	PredatorPrey-v0/grid=10x10-num_predators=2-num_prey=3-cooperative=True/RL6-v0	All	Deep RL policy trained using PPO and self-play.
RL7	PredatorPrey-v0/grid=10x10-num_predators=2-num_prey=3-cooperative=True/RL7-v0	All	Deep RL policy trained using PPO and self-play.
RL8	PredatorPrey-v0/grid=10x10-num_predators=2-num_prey=3-cooperative=True/RL8-v0	All	Deep RL policy trained using PPO and self-play.