def cmcts_act(env, playouts, depth, do_ns=False, sel_type='ucb', update_type='default'): from custom_mcts import Runner return Runner(playouts=playouts, max_depth=depth, do_ns=do_ns, sel_type=sel_type, update_type=update_type).run(env)
def pareto_mcts_act(env,playouts,depth): from pareto_mcts import Runner return Runner(playouts=playouts, max_depth=depth).run(env)
def mo_mcts_act(env,playouts,depth,do_ns=False): from mo_mcts import Runner return Runner(playouts=playouts, max_depth=depth).run(env)