From fae9a85f31c454c1eb334df031dc997d5dfcef99 Mon Sep 17 00:00:00 2001 From: Shangtong Zhang Date: Fri, 6 Oct 2017 22:10:44 -0600 Subject: [PATCH] Major update --- README.md | 13 +++++- agent/A2C_agent.py | 3 +- agent/DDPG_agent.py | 34 +-------------- agent/DQN_agent.py | 45 +++---------------- agent/MSDQN_agent.py | 43 +----------------- async_worker/actor_critic.py | 4 +- async_worker/n_step_q.py | 4 +- async_worker/one_step_q.py | 4 +- async_worker/one_step_sarsa.py | 4 +- images/DDPG-Pendulum-v0.png | Bin 0 -> 46394 bytes images/DPPO.png | Bin 0 -> 356209 bytes main.py | 77 +++++++++++++++++++++------------ utils/__init__.py | 1 + utils/config.py | 1 + utils/run.py | 53 +++++++++++++++++++++++ 15 files changed, 136 insertions(+), 150 deletions(-) create mode 100644 images/DDPG-Pendulum-v0.png create mode 100644 images/DPPO.png create mode 100644 utils/run.py diff --git a/README.md b/README.md index b554876..9444ee9 100644 --- a/README.md +++ b/README.md @@ -49,14 +49,25 @@ variance unbounded, which is also included in the implementation. ## DDPG +![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/DDPG-Pendulum-v0.png) + +DDPG is extremely unstable and is the most difficult algorithm to tune from my experience. And it cannot solve +Continuous Lunar Lander or Bipedal Walker. I never see a public DDPG implementation without a fixed random seed + that can solve tasks other than the family of Pendulum. If you find a bug or some successful practice, it will + be much appreciated to let me know that. + ## DPPO -The difference between my implementation and [DeepMind version](https://arxiv.org/abs/1707.02286) is: +![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/DPPO.png) + +The difference between my implementation and [DeepMind's DPPO](https://arxiv.org/abs/1707.02286) is: 1. PPO stands for different algorithms. 2. I use a much simpler A3C-like synchronization protocol. The body of PPO is based on [this](https://github.com/alexis-jacq/Pytorch-DPPO), however that implementation has some critical bugs. + +I use 8 threads and a two tanh hidden layer network, each hidden layer has 64 hidden units. # Dependency * Open AI gym diff --git a/agent/A2C_agent.py b/agent/A2C_agent.py index aac5806..c8a2b52 100644 --- a/agent/A2C_agent.py +++ b/agent/A2C_agent.py @@ -27,10 +27,11 @@ class A2CAgent: state = self.task.reset() total_reward = 0.0 steps = 0 - while not self.config.max_episode_length or steps < self.config.max_episode_length: + while True: prob = self.learning_network.predict(np.stack([state]), True) action = self.policy.sample(prob, deterministic=deterministic) next_state, reward, done, info = self.task.step(action) + done = (done or (self.config.max_episode_length and steps > self.config.max_episode_length)) if not deterministic: self.replay.feed([state, action, reward, next_state, int(done)]) self.total_steps += 1 diff --git a/agent/DDPG_agent.py b/agent/DDPG_agent.py index 7bf4ad2..1c5619b 100644 --- a/agent/DDPG_agent.py +++ b/agent/DDPG_agent.py @@ -98,38 +98,8 @@ class DDPGAgent: self.soft_update(self.target_network, self.learning_network) - return total_reward + return total_reward, steps def save(self, file_name): with open(file_name, 'wb') as f: - pickle.dump(self.actor.state_dict(), f) - - def run(self): - window_size = 100 - ep = 0 - rewards = [] - avg_test_rewards = [] - while True: - ep += 1 - reward = self.episode() - rewards.append(reward) - avg_reward = np.mean(rewards[-window_size:]) - self.config.logger.info('episode %d, reward %f, avg reward %f, total steps %d' % ( - ep, reward, avg_reward, self.total_steps)) - - if self.config.test_interval and ep % self.config.test_interval == 0: - self.config.logger.info('Testing...') - with open('data/%s-ddpg-model-%s.bin' % (self.config.tag, self.task.name), 'wb') as f: - pickle.dump(self.actor.state_dict(), f) - test_rewards = [] - for _ in range(self.config.test_repetitions): - test_rewards.append(self.episode(True)) - avg_reward = np.mean(test_rewards) - avg_test_rewards.append(avg_reward) - self.config.logger.info('Avg reward %f(%f)' % ( - avg_reward, np.std(test_rewards) / np.sqrt(self.config.test_repetitions))) - with open('data/%s-ddpg-statistics-%s.bin' % (self.config.tag, self.task.name), 'wb') as f: - pickle.dump({'rewards': rewards, - 'test_rewards': avg_test_rewards}, f) - if avg_reward > self.task.success_threshold: - break + pickle.dump(self.learning_network.state_dict(), f) diff --git a/agent/DQN_agent.py b/agent/DQN_agent.py index a8d70f2..bcd9844 100644 --- a/agent/DQN_agent.py +++ b/agent/DQN_agent.py @@ -36,7 +36,7 @@ class DQNAgent: state = np.vstack(self.history_buffer) total_reward = 0.0 steps = 0 - while not self.config.max_episode_length or steps < self.config.max_episode_length: + while True: value = self.learning_network.predict(np.stack([self.task.normalize_state(state)]), False) value = value.cpu().data.numpy().flatten() if deterministic: @@ -46,6 +46,7 @@ class DQNAgent: else: action = self.policy.sample(value) next_state, reward, done, info = self.task.step(action) + done = (done or (self.config.max_episode_length and steps > self.config.max_episode_length)) self.history_buffer.pop(0) self.history_buffer.append(next_state) next_state = np.vstack(self.history_buffer) @@ -109,42 +110,6 @@ class DQNAgent: (steps, episode_time, episode_time / float(steps))) return total_reward, steps - def run(self): - window_size = 100 - ep = 0 - rewards = [] - steps = [] - avg_test_rewards = [] - while True: - ep += 1 - reward, step = self.episode() - steps.append(step) - rewards.append(reward) - avg_reward = np.mean(rewards[-window_size:]) - self.config.logger.info('episode %d, epsilon %f, reward %f, avg reward %f, total steps %d, episode step %d' % ( - ep, self.policy.epsilon, reward, avg_reward, self.total_steps, step)) - if self.config.episode_limit and ep > self.config.episode_limit: - return rewards, steps - - if ep % 100 == 0: - with open('data/%s-dqn-statistics-%s.bin' % (self.config.tag, self.task.name), 'wb') as f: - pickle.dump({'rewards': rewards, - 'steps': steps}, f) - - if self.config.test_interval and ep % self.config.test_interval == 0: - self.config.logger.info('Testing...') - with open('data/%s-dqn-model-%s.bin' % (self.config.tag, self.task.name), 'wb') as f: - pickle.dump(self.learning_network.state_dict(), f) - test_rewards = [] - for _ in range(self.config.test_repetitions): - test_rewards.append(self.episode(True)) - avg_reward = np.mean(test_rewards) - avg_test_rewards.append(avg_reward) - self.config.logger.info('Avg reward %f(%f)' % ( - avg_reward, np.std(test_rewards) / np.sqrt(self.config.test_repetitions))) - with open('data/%s-dqn-statistics-%s.bin' % (self.config.tag, self.task.name), 'wb') as f: - pickle.dump({'rewards': rewards, - 'steps': steps, - 'test_rewards': avg_test_rewards}, f) - if avg_reward > self.task.success_threshold: - break \ No newline at end of file + def save(self, file_name): + with open(file_name, 'wb') as f: + pickle.dump(self.learning_network.state_dict(), f) diff --git a/agent/MSDQN_agent.py b/agent/MSDQN_agent.py index 9faa416..7dfa0de 100644 --- a/agent/MSDQN_agent.py +++ b/agent/MSDQN_agent.py @@ -30,7 +30,7 @@ class MSDQNAgent: state = self.task.reset() total_reward = 0.0 steps = 0 - while not self.config.max_episode_length or steps < self.config.max_episode_length: + while True: value = self.learning_network.predict(np.stack([state]), True) value = value.cpu().data.numpy().flatten() if deterministic: @@ -40,6 +40,7 @@ class MSDQNAgent: else: action = self.policy.sample(value) next_state, reward, done, info = self.task.step(action) + done = (done or (self.config.max_episode_length and steps > self.config.max_episode_length)) if not deterministic: self.replay.feed([state, action, reward, next_state, int(done)]) self.total_steps += 1 @@ -98,43 +99,3 @@ class MSDQNAgent: self.config.logger.debug('episode steps %d, episode time %f, time per step %f' % (steps, episode_time, episode_time / float(steps))) return total_reward, steps - - def run(self): - window_size = 100 - ep = 0 - rewards = [] - steps = [] - avg_test_rewards = [] - while True: - ep += 1 - reward, step = self.episode() - steps.append(step) - rewards.append(reward) - avg_reward = np.mean(rewards[-window_size:]) - self.config.logger.info('episode %d, epsilon %f, reward %f, avg reward %f, total steps %d, episode step %d' % ( - ep, self.policy.epsilon, reward, avg_reward, self.total_steps, step)) - if self.config.episode_limit and ep > self.config.episode_limit: - return rewards, steps - - if ep % 100 == 0: - with open('data/%s-dqn-statistics-%s.bin' % (self.config.tag, self.task.name), 'wb') as f: - pickle.dump({'rewards': rewards, - 'steps': steps}, f) - - if self.config.test_interval and ep % self.config.test_interval == 0: - self.config.logger.info('Testing...') - with open('data/%s-dqn-model-%s.bin' % (self.config.tag, self.task.name), 'wb') as f: - pickle.dump(self.learning_network.state_dict(), f) - test_rewards = [] - for _ in range(self.config.test_repetitions): - test_rewards.append(self.episode(True)) - avg_reward = np.mean(test_rewards) - avg_test_rewards.append(avg_reward) - self.config.logger.info('Avg reward %f(%f)' % ( - avg_reward, np.std(test_rewards) / np.sqrt(self.config.test_repetitions))) - with open('data/%s-dqn-statistics-%s.bin' % (self.config.tag, self.task.name), 'wb') as f: - pickle.dump({'rewards': rewards, - 'steps': steps, - 'test_rewards': avg_test_rewards}, f) - if avg_reward > self.task.success_threshold: - break \ No newline at end of file diff --git a/async_worker/actor_critic.py b/async_worker/actor_critic.py index 93ffa6f..423452c 100644 --- a/async_worker/actor_critic.py +++ b/async_worker/actor_critic.py @@ -24,11 +24,11 @@ class AdvantageActorCritic: steps = 0 total_reward = 0 pending = [] - while not config.stop_signal.value and \ - (not config.max_episode_length or steps < config.max_episode_length): + while not config.stop_signal.value: prob, log_prob, value = self.worker_network.predict(np.stack([state])) action = self.policy.sample(prob.data.numpy().flatten(), deterministic) next_state, reward, terminal, _ = self.task.step(action) + terminal = (terminal or (self.config.max_episode_length and steps > self.config.max_episode_length)) steps += 1 total_reward += reward diff --git a/async_worker/n_step_q.py b/async_worker/n_step_q.py index c0d30a8..b033b4d 100644 --- a/async_worker/n_step_q.py +++ b/async_worker/n_step_q.py @@ -25,11 +25,11 @@ class NStepQLearning: steps = 0 total_reward = 0 pending = [] - while not config.stop_signal.value and \ - (not config.max_episode_length or steps < config.max_episode_length): + while not config.stop_signal.value: q = self.worker_network.predict(np.stack([state])) action = self.policy.sample(q.data.numpy().flatten(), deterministic) next_state, reward, terminal, _ = self.task.step(action) + terminal = (terminal or (config.max_episode_length and steps >= config.max_episode_length)) steps += 1 total_reward += reward diff --git a/async_worker/one_step_q.py b/async_worker/one_step_q.py index fd41862..2e242ce 100644 --- a/async_worker/one_step_q.py +++ b/async_worker/one_step_q.py @@ -25,11 +25,11 @@ class OneStepQLearning: steps = 0 total_reward = 0 pending = [] - while not config.stop_signal.value and \ - (not config.max_episode_length or steps < config.max_episode_length): + while not config.stop_signal.value: q = self.worker_network.predict(np.stack([state])) action = self.policy.sample(q.data.numpy().flatten(), deterministic) next_state, reward, terminal, _ = self.task.step(action) + terminal = (terminal or (config.max_episode_length and steps >= config.max_episode_length)) steps += 1 total_reward += reward diff --git a/async_worker/one_step_sarsa.py b/async_worker/one_step_sarsa.py index f6d6464..b5123e9 100644 --- a/async_worker/one_step_sarsa.py +++ b/async_worker/one_step_sarsa.py @@ -27,9 +27,9 @@ class OneStepSarsa: steps = 0 total_reward = 0 pending = [] - while not config.stop_signal.value and \ - (not config.max_episode_length or steps < config.max_episode_length): + while not config.stop_signal.value: next_state, reward, terminal, _ = self.task.step(action) + terminal = (terminal or (config.max_episode_length and steps >= config.max_episode_length)) next_q = self.worker_network.predict(np.stack([next_state])) next_action = self.policy.sample(next_q.data.numpy().flatten(), deterministic) pending.append([q, action, reward, next_state, next_action]) diff --git a/images/DDPG-Pendulum-v0.png b/images/DDPG-Pendulum-v0.png new file mode 100644 index 0000000000000000000000000000000000000000..4da5d1bd68de89f4d4c1c385c53632b5820e550f GIT binary patch literal 46394 zcmd?Rc{r8r7Y6!nn@uv7d5)5)$ds8>6e%;AXF`U|^ERf84WwksROT@({PmA_xH% zK~R$<82F9Y=dZKyKSDRf>)IsnBE}xpxqR1G#?XlD7BD 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z_Dbp|HV%~6mBqhjN3w*!`d~$*_}^PU8jB9KVl064>%VvRe$0SWD4Bd~KI!$Y;=LX_ zdmM7D<{Epz_|-*y6)>$OS@Dd0=?3H_eAAE%ZUz)H6B{Oy!<98rRRxgyzkR@Cxk0OdJ4m>b@W+l&VS$)M}By}z9$}iyWb3fN7rcF zW&spL>Pf}-v#wt`@aT_$XVmcM48R1BlVJwT0}35U)j0y;7^{6o+pz{0Y5F=2ad+wz7HRb zld%N|s!Rgt4)+YG~4F1^b|=1AN!dSU7l2hiqV_gxB! zM$j+5m$O*PZ*Fa^qOOQ=-meC#ecG}KFDt?hgk?p-C-SLpap%%95@@a3C=TZmjPmz@ z>C~DiAhaL1Xt5#gxhigNz|LVYTKSaF_0dQ)vn=Iz1z97V&TyqQTefKKOi8tp23NwH zHNp2R%5;84^l>mwI;rJ8|A3FVgs!KypDvXWvN2h|>k*zyd~krTKe(XF|&D37Z*W3TN-}mR= zNxY&hUHQrvD9~1ZgI?0e7RYo$1e**BYE&mT|{uO+`0Q=vG z_ZRv6BA*MtnB*6e0CvYO<@Mhb{x2r^#U#I&Piez}6Al9{F#hc+e|F{C;|lpN#p${~f3JUA zAwehcDGqc( config.episode_limit: + break + + if config.test_interval and ep % config.test_interval == 0: + config.logger.info('Testing...') + agent.save('data/%s-%s-model-%s.bin' % (agent_type, config.tag, agent.task.name)) + test_rewards = [] + for _ in range(config.test_repetitions): + test_rewards.append(agent.episode(True)) + avg_reward = np.mean(test_rewards) + avg_test_rewards.append(avg_reward) + config.logger.info('Avg reward %f(%f)' % ( + avg_reward, np.std(test_rewards) / np.sqrt(config.test_repetitions))) + with open('data/%s-%s-all-stats-%s.bin' % (agent_type, config.tag, agent.task.name), 'wb') as f: + pickle.dump({'rewards': rewards, + 'steps': steps, + 'test_rewards': avg_test_rewards}, f) + if avg_reward > agent.task.success_threshold: + break + + return steps, rewards, avg_test_rewards \ No newline at end of file