From 6090ee829214d7838d0d6e46e105fe476d0877f9 Mon Sep 17 00:00:00 2001 From: andrew Date: Sun, 3 Dec 2017 15:46:52 -0800 Subject: [PATCH] add comparison for expert/BC/gail --- baselines/gail/gail-eval.py | 59 ++++++++++++------ ...heetah-normalized-deterministic-scores.png | Bin 0 -> 33521 bytes .../result/HalfCheetah-normalized-scores.png | Bin 26899 -> 0 bytes ...lfCheetah-normalized-stochastic-scores.png | Bin 0 -> 33296 bytes ...etah-unnormalized-deterministic-scores.png | Bin 0 -> 43702 bytes .../HalfCheetah-unnormalized-scores.png | Bin 36358 -> 0 bytes ...Cheetah-unnormalized-stochastic-scores.png | Bin 0 -> 45170 bytes ...Hopper-normalized-deterministic-scores.png | Bin 0 -> 30425 bytes .../gail/result/Hopper-normalized-scores.png | Bin 25641 -> 0 bytes .../Hopper-normalized-stochastic-scores.png | Bin 0 -> 34542 bytes ...pper-unnormalized-deterministic-scores.png | Bin 0 -> 34044 bytes .../result/Hopper-unnormalized-scores.png | Bin 40689 -> 0 bytes .../Hopper-unnormalized-stochastic-scores.png | Bin 0 -> 41137 bytes ...manoid-normalized-deterministic-scores.png | Bin 0 -> 36226 bytes .../result/Humanoid-normalized-scores.png | Bin 30658 -> 0 bytes .../Humanoid-normalized-stochastic-scores.png | Bin 0 -> 31897 bytes ...noid-unnormalized-deterministic-scores.png | Bin 0 -> 44438 bytes .../result/Humanoid-unnormalized-scores.png | Bin 37564 -> 0 bytes ...umanoid-unnormalized-stochastic-scores.png | Bin 0 -> 38678 bytes ...tandup-normalized-deterministic-scores.png | Bin 0 -> 32591 bytes .../HumanoidStandup-normalized-scores.png | Bin 27139 -> 0 bytes ...idStandup-normalized-stochastic-scores.png | Bin 0 -> 32313 bytes ...ndup-unnormalized-deterministic-scores.png | Bin 0 -> 46501 bytes .../HumanoidStandup-unnormalized-scores.png | Bin 38443 -> 0 bytes ...Standup-unnormalized-stochastic-scores.png | Bin 0 -> 42447 bytes ...lker2d-normalized-deterministic-scores.png | Bin 0 -> 31858 bytes .../result/Walker2d-normalized-scores.png | Bin 27662 -> 0 bytes .../Walker2d-normalized-stochastic-scores.png | Bin 0 -> 33275 bytes ...er2d-unnormalized-deterministic-scores.png | Bin 0 -> 38955 bytes .../result/Walker2d-unnormalized-scores.png | Bin 44270 -> 0 bytes ...alker2d-unnormalized-stochastic-scores.png | Bin 0 -> 39403 bytes baselines/gail/result/gail-result.md | 34 +++++++--- 32 files changed, 64 insertions(+), 29 deletions(-) create mode 100644 baselines/gail/result/HalfCheetah-normalized-deterministic-scores.png delete mode 100644 baselines/gail/result/HalfCheetah-normalized-scores.png create mode 100644 baselines/gail/result/HalfCheetah-normalized-stochastic-scores.png create mode 100644 baselines/gail/result/HalfCheetah-unnormalized-deterministic-scores.png delete mode 100644 baselines/gail/result/HalfCheetah-unnormalized-scores.png create mode 100644 baselines/gail/result/HalfCheetah-unnormalized-stochastic-scores.png create mode 100644 baselines/gail/result/Hopper-normalized-deterministic-scores.png delete mode 100644 baselines/gail/result/Hopper-normalized-scores.png create mode 100644 baselines/gail/result/Hopper-normalized-stochastic-scores.png create mode 100644 baselines/gail/result/Hopper-unnormalized-deterministic-scores.png delete mode 100644 baselines/gail/result/Hopper-unnormalized-scores.png create mode 100644 baselines/gail/result/Hopper-unnormalized-stochastic-scores.png create mode 100644 baselines/gail/result/Humanoid-normalized-deterministic-scores.png delete mode 100644 baselines/gail/result/Humanoid-normalized-scores.png create mode 100644 baselines/gail/result/Humanoid-normalized-stochastic-scores.png create mode 100644 baselines/gail/result/Humanoid-unnormalized-deterministic-scores.png delete mode 100644 baselines/gail/result/Humanoid-unnormalized-scores.png create mode 100644 baselines/gail/result/Humanoid-unnormalized-stochastic-scores.png create mode 100644 baselines/gail/result/HumanoidStandup-normalized-deterministic-scores.png delete mode 100644 baselines/gail/result/HumanoidStandup-normalized-scores.png create mode 100644 baselines/gail/result/HumanoidStandup-normalized-stochastic-scores.png create mode 100644 baselines/gail/result/HumanoidStandup-unnormalized-deterministic-scores.png delete mode 100644 baselines/gail/result/HumanoidStandup-unnormalized-scores.png create mode 100644 baselines/gail/result/HumanoidStandup-unnormalized-stochastic-scores.png create mode 100644 baselines/gail/result/Walker2d-normalized-deterministic-scores.png delete mode 100644 baselines/gail/result/Walker2d-normalized-scores.png create mode 100644 baselines/gail/result/Walker2d-normalized-stochastic-scores.png create mode 100644 baselines/gail/result/Walker2d-unnormalized-deterministic-scores.png delete mode 100644 baselines/gail/result/Walker2d-unnormalized-scores.png create mode 100644 baselines/gail/result/Walker2d-unnormalized-stochastic-scores.png diff --git a/baselines/gail/gail-eval.py b/baselines/gail/gail-eval.py index 9e304d4..072178e 100644 --- a/baselines/gail/gail-eval.py +++ b/baselines/gail/gail-eval.py @@ -15,6 +15,7 @@ import tensorflow as tf import run_mujoco import mlp_policy from baselines.common import set_global_seeds, tf_util as U +from baselines.common.misc_util import boolean_flag from dataset.mujoco_dset import Mujoco_Dset @@ -35,14 +36,15 @@ def argsparser(): parser.add_argument('--policy_hidden_size', type=int, default=100) parser.add_argument('--env', type=str, choices=['Hopper', 'Walker2d', 'HalfCheetah', 'Humanoid', 'HumanoidStandup']) + boolean_flag(parser, 'stochastic_policy', default=False, help='use stochastic/deterministic policy to evaluate') return parser.parse_args() -def evaluate_env(env_name, seed, policy_hidden_size): +def evaluate_env(env_name, seed, policy_hidden_size, stochastic, reuse, prefix): - def get_checkpoint_dir(checkpoint_list, limit): + def get_checkpoint_dir(checkpoint_list, limit, prefix): for checkpoint in checkpoint_list: - if 'transition_limitation_'+str(limit) in checkpoint: + if ('limitation_'+str(limit) in checkpoint) and (prefix in checkpoint): return checkpoint return None @@ -63,7 +65,7 @@ def evaluate_env(env_name, seed, policy_hidden_size): for i, limit in enumerate(CONFIG['traj_limitation']): # Do one evaluation upper_bound = sum(dataset.rets[:limit])/limit - checkpoint_dir = get_checkpoint_dir(checkpoint_list, limit) + checkpoint_dir = get_checkpoint_dir(checkpoint_list, limit, prefix=prefix) checkpoint_path = tf.train.latest_checkpoint(checkpoint_dir) env = gym.make(env_name + '-v1') env.seed(seed) @@ -72,9 +74,9 @@ def evaluate_env(env_name, seed, policy_hidden_size): policy_fn, checkpoint_path, timesteps_per_batch=1024, - number_trajs=100, - stochastic_policy=False, - reuse=(i != 0)) + number_trajs=10, + stochastic_policy=stochastic, + reuse=((i != 0) or reuse)) normalized_ret = avg_ret/upper_bound print('Upper bound: {}, evaluation returns: {}, normalized scores: {}'.format( upper_bound, avg_ret, normalized_ret)) @@ -87,25 +89,37 @@ def evaluate_env(env_name, seed, policy_hidden_size): return log -def plot(env_name, log): - upper_bound = log['upper_bound'] - avg_ret = log['avg_ret'] +def plot(env_name, bc_log, gail_log, stochastic): + upper_bound = bc_log['upper_bound'] + bc_avg_ret = bc_log['avg_ret'] + gail_avg_ret = gail_log['avg_ret'] plt.plot(CONFIG['traj_limitation'], upper_bound) - plt.plot(CONFIG['traj_limitation'], avg_ret) + plt.plot(CONFIG['traj_limitation'], bc_avg_ret) + plt.plot(CONFIG['traj_limitation'], gail_avg_ret) plt.title('{} unnormalized scores'.format(env_name)) - plt.legend(['expert', 'imitator'], loc='lower left') + plt.legend(['expert', 'bc-imitator', 'gail-imitator'], loc='lower right') plt.grid(b=True, which='major', color='gray', linestyle='--') - plt.savefig('result/{}-unnormalized-scores.png'.format(env_name)) + if stochastic: + title_name = 'result/{}-unnormalized-stochastic-scores.png'.format(env_name) + else: + title_name = 'result/{}-unnormalized-deterministic-scores.png'.format(env_name) + plt.savefig(title_name) plt.close() - normalized_ret = log['normalized_ret'] + bc_normalized_ret = bc_log['normalized_ret'] + gail_normalized_ret = gail_log['normalized_ret'] plt.plot(CONFIG['traj_limitation'], np.ones(len(CONFIG['traj_limitation']))) - plt.plot(CONFIG['traj_limitation'], normalized_ret) + plt.plot(CONFIG['traj_limitation'], bc_normalized_ret) + plt.plot(CONFIG['traj_limitation'], gail_normalized_ret) plt.title('{} normalized scores'.format(env_name)) - plt.legend(['expert', 'imitator'], loc='lower left') + plt.legend(['expert', 'bc-imitator', 'gail-imitator'], loc='lower right') plt.grid(b=True, which='major', color='gray', linestyle='--') + if stochastic: + title_name = 'result/{}-normalized-stochastic-scores.png'.format(env_name) + else: + title_name = 'result/{}-normalized-deterministic-scores.png'.format(env_name) plt.ylim(0, 1.6) - plt.savefig('result/{}-normalized-scores.png'.format(env_name)) + plt.savefig(title_name) plt.close() @@ -113,10 +127,15 @@ def main(args): U.make_session(num_cpu=1).__enter__() set_global_seeds(args.seed) print('Evaluating {}'.format(args.env)) - log = evaluate_env(args.env, args.seed, args.policy_hidden_size) + bc_log = evaluate_env(args.env, args.seed, args.policy_hidden_size, + args.stochastic_policy, False, 'BC') print('Evaluation for {}'.format(args.env)) - print(log) - plot(args.env, log) + print(bc_log) + gail_log = evaluate_env(args.env, args.seed, args.policy_hidden_size, + args.stochastic_policy, True, 'gail') + print('Evaluation for {}'.format(args.env)) + print(gail_log) + plot(args.env, bc_log, gail_log, args.stochastic_policy) if __name__ == '__main__': diff --git a/baselines/gail/result/HalfCheetah-normalized-deterministic-scores.png b/baselines/gail/result/HalfCheetah-normalized-deterministic-scores.png new file mode 100644 index 0000000000000000000000000000000000000000..ce4282f01639b9cfbdde40566c5c8bb7510f8e2a GIT binary patch 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