run.md

run.py -- Runner

Required arguments

#1: agent (string) -- Agent (configuration JSON file, name, or library module)
#2: environment (string) -- Environment (name, configuration JSON file, or library module)

Optional arguments

Agent arguments

--[n]etwork (string, default: not specified) -- Network (configuration JSON file, name, or library module)

Environment arguments

--[l]evel (string, default: not specified) -- Level or game id, like CartPole-v1, if supported
--[i]mport-modules (string, default: not specified) -- Import comma-separated modules required for environment
--visualize (bool, default: false) -- Visualize agent--environment interaction, if supported

Runner arguments

--[t]imesteps (int, default: not specified) -- Number of timesteps
--[e]pisodes (int, default: not specified) -- Number of episodes
--[m]ax-episode-timesteps (int, default: not specified) -- Maximum number of timesteps per episode
--mean-horizon (int, default: 10) -- Number of timesteps/episodes for mean reward computation
--e[v]aluation (bool, default: false) -- Evaluation mode
--[s]ave-best-agent (bool, default: false) -- Save best-performing agent

Logging arguments

--[r]epeat (int, default: 1) -- Number of repetitions
--[p]ath (string, default: not specified) -- Logging path, directory plus filename without extension

--seaborn (bool, default: false) -- Use seaborn