From b9373c3d5e0490e17afb7771cc7d639a0e5e7893 Mon Sep 17 00:00:00 2001 From: adynsydeez Date: Mon, 8 Sep 2025 18:19:43 +1000 Subject: [PATCH 1/6] added penalty for flying/jumping, changed reward to x_pos rather than x_vec --- .../simple_biped_env.cpython-312.pyc | Bin 7451 -> 8235 bytes .../simple_biped_env.cpython-313.pyc | Bin 0 -> 7629 bytes envs/simple_biped_env.py | 47 +++++++++++------- envs/test.py | 17 +++++-- ...fevents.1756720705.LAPTOP-U4CU9OKR.12120.0 | Bin 7392 -> 0 bytes ...fevents.1756729277.DESKTOP-Q8AMD27.35468.0 | Bin 0 -> 214634 bytes ...fevents.1756717278.LAPTOP-U4CU9OKR.26564.0 | Bin 21769 -> 0 bytes ...tfevents.1756729290.DESKTOP-Q8AMD27.4012.0 | Bin 0 -> 397955 bytes ...fevents.1756718026.LAPTOP-U4CU9OKR.25076.0 | Bin 2426 -> 0 bytes ...fevents.1756784683.DESKTOP-Q8AMD27.39556.0 | Bin 0 -> 180245 bytes ...fevents.1756718088.LAPTOP-U4CU9OKR.12380.0 | Bin 75449 -> 0 bytes ...fevents.1757319344.LAPTOP-U4CU9OKR.24828.0 | Bin 0 -> 13457 bytes requirements.txt | 3 +- 13 files changed, 43 insertions(+), 24 deletions(-) create mode 100644 envs/__pycache__/simple_biped_env.cpython-313.pyc delete mode 100644 logs/DDPG_1/events.out.tfevents.1756720705.LAPTOP-U4CU9OKR.12120.0 create mode 100644 logs/DDPG_1/events.out.tfevents.1756729277.DESKTOP-Q8AMD27.35468.0 delete mode 100644 logs/PPO_1/events.out.tfevents.1756717278.LAPTOP-U4CU9OKR.26564.0 create mode 100644 logs/PPO_1/events.out.tfevents.1756729290.DESKTOP-Q8AMD27.4012.0 delete mode 100644 logs/PPO_2/events.out.tfevents.1756718026.LAPTOP-U4CU9OKR.25076.0 create mode 100644 logs/PPO_2/events.out.tfevents.1756784683.DESKTOP-Q8AMD27.39556.0 delete mode 100644 logs/PPO_3/events.out.tfevents.1756718088.LAPTOP-U4CU9OKR.12380.0 create mode 100644 logs/PPO_3/events.out.tfevents.1757319344.LAPTOP-U4CU9OKR.24828.0 diff --git a/envs/__pycache__/simple_biped_env.cpython-312.pyc b/envs/__pycache__/simple_biped_env.cpython-312.pyc index 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right_knee + num_joints = 4 self.action_space = spaces.Box(low=-1, high=1, shape=(num_joints,), dtype=np.float32) self.observation_space = spaces.Box(low=-np.inf, high=np.inf, shape=(2*num_joints + 6,), dtype=np.float32) self.max_steps = max_steps self.current_step = 0 self.last_action = None + self.off_ground_counter = 0 # track consecutive steps with no contacts + + def _feet_in_contact(self): + left_contacts = p.getContactPoints(self.robot_id, self.plane_id, linkIndexA=self.left_foot) + right_contacts = p.getContactPoints(self.robot_id, self.plane_id, linkIndexA=self.right_foot) + return len(left_contacts) > 0, len(right_contacts) > 0 + + def _compute_reward(self): + base_pos, _ = p.getBasePositionAndOrientation(self.robot_id) + forward_reward = base_pos[0] + alive_bonus = 1 if not self._check_termination() else -500 + + # --- Penalize if both feet off ground for too long --- + left_contact, right_contact = self._feet_in_contact() + if not left_contact and not right_contact: + self.off_ground_counter += 1 + else: + self.off_ground_counter = 0 + + airborne_penalty = -5 if self.off_ground_counter > 20 else 0 # tune threshold & penalty + + return forward_reward + alive_bonus + airborne_penalty @@ -78,22 +105,6 @@ def _check_termination(self): base_pos = p.getBasePositionAndOrientation(self.robot_id)[0] return base_pos[2] < 0.2 or base_pos[2] > 1.5 # fallen - def _compute_reward(self): - base_pos, _ = p.getBasePositionAndOrientation(self.robot_id) - base_vel, _ = p.getBaseVelocity(self.robot_id) - - forward_reward = base_vel[0] # reward x velocity - if not self._check_termination(): - alive_bonus = 1 - else: - alive_bonus = -500 - torque_penalty = 0.001 * np.sum(np.square(self.last_action)) - - #print(forward_reward, alive_bonus, torque_penalty) - - return forward_reward + alive_bonus - torque_penalty - - def render(self): if self.render_mode: if hasattr(self, 'robot_id'): diff --git a/envs/test.py b/envs/test.py index c238b28..c1cdacd 100644 --- a/envs/test.py +++ b/envs/test.py @@ -15,15 +15,21 @@ max_episode_steps=10000, ) -def train(): +def train_PPO(): LOG_DIR = "./logs/" env = gym.make('simpleBiped-v0', render=False) - model = DDPG("MlpPolicy", env, verbose=1, device="auto", tensorboard_log=LOG_DIR) - model.learn(total_timesteps=10000000) + model = PPO("MlpPolicy", env, verbose=1, device="auto", tensorboard_log=LOG_DIR) + model.learn(total_timesteps=500000) model.save("../models/humanoid_ppo") env.close() - +def train_DDPG(): + LOG_DIR = "./logs/" + env = gym.make('simpleBiped-v0', render=False) + model = DDPG("MlpPolicy", env, verbose=1, device="auto", tensorboard_log=LOG_DIR) + model.learn(total_timesteps=10000000) + model.save("../models/humanoid_ddpg") + env.close() def run(): env = DummyVecEnv([lambda: simpleBipedEnv(render=True)]) @@ -58,6 +64,7 @@ def test(): print(f"Test episode finished. Total reward: {total_reward}") env.close() -train() +train_PPO() +#train_DDPG() #run() #test() diff --git a/logs/DDPG_1/events.out.tfevents.1756720705.LAPTOP-U4CU9OKR.12120.0 b/logs/DDPG_1/events.out.tfevents.1756720705.LAPTOP-U4CU9OKR.12120.0 deleted file mode 100644 index 6d5134e8c0144870d41557682321a45f1e546d2d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 7392 zcma*seNYp38o=>f6~qJtL0+US0;3caLy^KboD|&+8qh+0!I$&67-`gCNH7G@T14^X z^elIPuiy(}LEGwKX;I)nBw5~yT7{k{$RWNkUht(A2ZbWx&c)gOo@9SJ>z~f^%`?wu z7Fk3p82Mw$kscqbF5Hl{YDW89ce^!Oxl%0-Pf@6KAu|_?g?>7PI!U8lqmgSr6DK7n zB*?X!#i?4QPN5Ym-b~5XDpd;E$lol?b<<3H`?fRAXKEq_;a4Es(f@o#Tb} zLK~ejLE*nPG09mV=pslDSJ4M=$1CrZ%md>Sg|0#e-5UXad7Mt8m8mpINzUWay=sb< z1#k6zn++$rM1ss+=q4OLlEwXBMj1EKWiHt-+1BTCk^8QZPNk4*)k^g`nO3e-IBOht zga}gBrGYXvHGDs9d2K9*<;jVp`@^gj-X&uxsVb$?J2u_}mgr7%%T}Uevo{4S(Q$Um z$+?ot`C4%_utYPAZ4S@x&Rl3jD|n800V zM}MW_EH_o$zX8f|ihT!Z%f}9QOTl;6~#=B%J$7I$}SFb&}3oOx{=9Vo)n@ze3SfbUh^lCiW~R7-{XzGwlK=uS(^d584Y 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Subject: [PATCH 2/6] push --- .../simple_biped_env.cpython-312.pyc | Bin 8235 -> 8235 bytes envs/simple_biped_env.py | 2 +- envs/test.py | 4 ++-- ...fevents.1757319344.LAPTOP-U4CU9OKR.24828.0 | Bin 13457 -> 38549 bytes ...tfevents.1757320046.LAPTOP-U4CU9OKR.8248.0 | Bin 0 -> 49619 bytes ...fevents.1757321448.LAPTOP-U4CU9OKR.26104.0 | Bin 0 -> 17885 bytes ...fevents.1757321743.LAPTOP-U4CU9OKR.26088.0 | Bin 0 -> 251 bytes ...fevents.1757321780.LAPTOP-U4CU9OKR.21752.0 | Bin 0 -> 6077 bytes 8 files changed, 3 insertions(+), 3 deletions(-) create mode 100644 logs/PPO_4/events.out.tfevents.1757320046.LAPTOP-U4CU9OKR.8248.0 create mode 100644 logs/PPO_5/events.out.tfevents.1757321448.LAPTOP-U4CU9OKR.26104.0 create mode 100644 logs/PPO_6/events.out.tfevents.1757321743.LAPTOP-U4CU9OKR.26088.0 create mode 100644 logs/PPO_7/events.out.tfevents.1757321780.LAPTOP-U4CU9OKR.21752.0 diff --git a/envs/__pycache__/simple_biped_env.cpython-312.pyc b/envs/__pycache__/simple_biped_env.cpython-312.pyc index 629ad33dde67a41b0904a53587352b9e1e9fdaca..51d64cff479ee611d26702347d07b3d9ca1fbc5e 100644 GIT binary patch delta 267 zcmZ4Ou-bw5G%qg~0}z~;u`fepBku+-_RKGg3=EmyHXq?iWE50VyRKw;QOR&I zB7#AL)#NNmDVZ1$GY&+k00~XbA{`Jr2}C4MULdK?XfyeQq$Q*KW+tiSjLKFZagaGH znIH;nfb3!>Afcd8WB`)1-h4)S70_jq%Vkv=OE%Ay&0&-WyUGhBn++nsF0}@+bU{S@ PWDWV#j9rtz$eRNIzy>|< delta 267 zcmZ4Ou-bw5G%qg~0}xD@urEVsBku+-_Lm|+?#thsk8mY23M#5zSG2gOXtBfSlA`TQ zqXUMU&3H~SGTKby(_^&Ttj|}$#_b7IUgQcQY&UNbna-l<2V`q<7m0#|VnBo(h=>Id zp&-I$a+ai&OdN=r03uX?geGT^4v3usB2p(WkW^>1n|wmjlF@TBlhkrXWgCz<$efi- z5QTO?b}P*5l`07=?zJ|n#f=(5S>vZ{<_o9D{rFv^2njg3J 20 else 0 # tune threshold & penalty + airborne_penalty = -10 if self.off_ground_counter > 500 else 0 # tune threshold & penalty return forward_reward + alive_bonus + airborne_penalty diff --git a/envs/test.py b/envs/test.py index c1cdacd..4043d2e 100644 --- a/envs/test.py +++ b/envs/test.py @@ -17,7 +17,7 @@ def train_PPO(): LOG_DIR = "./logs/" - env = gym.make('simpleBiped-v0', render=False) + env = gym.make('simpleBiped-v0', render=True) model = PPO("MlpPolicy", env, verbose=1, device="auto", tensorboard_log=LOG_DIR) model.learn(total_timesteps=500000) model.save("../models/humanoid_ppo") @@ -25,7 +25,7 @@ def train_PPO(): def train_DDPG(): LOG_DIR = "./logs/" - env = gym.make('simpleBiped-v0', render=False) + env = gym.make('simpleBiped-v0', render=True) model = DDPG("MlpPolicy", env, verbose=1, device="auto", tensorboard_log=LOG_DIR) model.learn(total_timesteps=10000000) model.save("../models/humanoid_ddpg") diff --git a/logs/PPO_3/events.out.tfevents.1757319344.LAPTOP-U4CU9OKR.24828.0 b/logs/PPO_3/events.out.tfevents.1757319344.LAPTOP-U4CU9OKR.24828.0 index 971329f9cf91a4184c26f5c17f21a71d3e5e7dba..6378fb9edbc82d4e61ec8634043bfc5082a870ba 100644 GIT binary patch literal 38549 zcma*wd0dR!9|!QUYml95yF~US$yPJdWS*Wxp+c4OpEJ)q&)h%n>wM;W&iDK7n5JoR6lwqaxzcfyNk_3&m+cmJ z`ZcXJKE&HUs2e-oHz>@ehg&ysmoVR;(5WHgr+SC@bPEj+4D=3}*)1Z(Kg>6zo9}Ura8^M|Az~aqC3Z>C{}@R9rt~YCyo$@GuMCV6On* 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zM7by?ApV+*4js!LBYtJujvde1=knM%ZXuovH|@-c#HZ+8LY;EiZcw*bJ4ftH4YyaU zx^q&2D>}!$Hto2iO3*Imb=iTskM6!ZC%|4h$5Z?emuB;RxjI=U|0ML`40|HbJNX(; zxbmHA{LV6d_em3aqxLHSJQi@XXQ6b=Phl3c5flI$0m2Q*4`g{0Zhea85*zhL10%e` ziSWN(j3xh&)J*3e?Gql`S!G*0XLgyNeL%hc=RsB3!ac|kOHl|Cj?Oz2uFMogjsJaw z!bOLUgm3ZwL7X7zjzaT96~R1NzeuDB#c@bD%5e#wsoiHS7+KebgrlT$;T|u&D2Y_K z?dNsbfx=G(&8k6aX6m!iD)m Date: Mon, 8 Sep 2025 19:00:36 +1000 Subject: [PATCH 3/6] push --- envs/simple_biped_env.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/envs/simple_biped_env.py b/envs/simple_biped_env.py index ef74984..0baac4a 100644 --- a/envs/simple_biped_env.py +++ b/envs/simple_biped_env.py @@ -72,7 +72,7 @@ def step(self, action): current_positions = np.array([state[0] for state in joint_states], dtype=np.float32) # Apply relative change to joint angles - delta = action * 0.05 # scale step size as needed + delta = action * 0.2 # scale step size as needed target_positions = current_positions + delta p.setJointMotorControlArray( @@ -106,7 +106,7 @@ def _check_termination(self): return base_pos[2] < 0.2 or base_pos[2] > 1.5 # fallen def render(self): - if self.render_mode: + if self.render_mode == "human": if hasattr(self, 'robot_id'): base_pos = p.getBasePositionAndOrientation(self.robot_id)[0] p.resetDebugVisualizerCamera( @@ -115,8 +115,6 @@ def render(self): cameraPitch=-30, cameraTargetPosition=base_pos ) - else: - pass def close(self): p.disconnect() From e747ae8d404670a906a2998049a981b75caf2d70 Mon Sep 17 00:00:00 2001 From: adynsydeez Date: Mon, 8 Sep 2025 19:03:50 +1000 Subject: [PATCH 4/6] push --- .../simple_biped_env.cpython-312.pyc | Bin 8235 -> 8231 bytes envs/simple_biped_env.py | 4 +++- envs/test.py | 2 +- ...tfevents.1757322213.LAPTOP-U4CU9OKR.5692.0 | Bin 0 -> 251 bytes 4 files changed, 4 insertions(+), 2 deletions(-) create mode 100644 logs/PPO_8/events.out.tfevents.1757322213.LAPTOP-U4CU9OKR.5692.0 diff --git a/envs/__pycache__/simple_biped_env.cpython-312.pyc b/envs/__pycache__/simple_biped_env.cpython-312.pyc index 51d64cff479ee611d26702347d07b3d9ca1fbc5e..235f863c4f05654eaf9b5a7680d7660c06a31a5e 100644 GIT binary patch delta 150 zcmZ4Ou-t+7G%qg~0}z~J84n^%5YaGML;f^l_vA0~<^YY)CzAjG delta 154 zcmZ4Pu-bw5G%qg~0}z~;u`fepBX6ZJNBXRpAh2?CpYR_i~|uWKthwVNC(7D0ujlZ7f8Nm%=Oe-G% diff --git a/envs/simple_biped_env.py b/envs/simple_biped_env.py index 0baac4a..7c34ffd 100644 --- a/envs/simple_biped_env.py +++ b/envs/simple_biped_env.py @@ -106,7 +106,7 @@ def _check_termination(self): return base_pos[2] < 0.2 or base_pos[2] > 1.5 # fallen def render(self): - if self.render_mode == "human": + if self.render_mode: if hasattr(self, 'robot_id'): base_pos = p.getBasePositionAndOrientation(self.robot_id)[0] p.resetDebugVisualizerCamera( @@ -115,6 +115,8 @@ def render(self): cameraPitch=-30, cameraTargetPosition=base_pos ) + else: + pass def close(self): p.disconnect() diff --git a/envs/test.py b/envs/test.py index 4043d2e..c7bb2c2 100644 --- a/envs/test.py +++ b/envs/test.py @@ -25,7 +25,7 @@ def train_PPO(): def train_DDPG(): LOG_DIR = "./logs/" - env = gym.make('simpleBiped-v0', render=True) + env = gym.make('simpleBiped-v0', render_mode=True) model = DDPG("MlpPolicy", env, verbose=1, device="auto", tensorboard_log=LOG_DIR) model.learn(total_timesteps=10000000) model.save("../models/humanoid_ddpg") diff --git a/logs/PPO_8/events.out.tfevents.1757322213.LAPTOP-U4CU9OKR.5692.0 b/logs/PPO_8/events.out.tfevents.1757322213.LAPTOP-U4CU9OKR.5692.0 new file mode 100644 index 0000000000000000000000000000000000000000..64c6e543b24ebbb0b8f3f2f29868c41aac1015c6 GIT binary patch literal 251 zcmeZZfPjCKJmzvf{O6<-b7Y3N#34$#6+= z2^Zz(hu_uKERu)X8R+dI efnuj17e5zANoH=Uep*4XC_}?m=T(!> Date: Mon, 8 Sep 2025 19:06:25 +1000 Subject: [PATCH 5/6] push --- envs/simple_biped_env.py | 3 +++ ...t.tfevents.1757322255.LAPTOP-U4CU9OKR.13216.0 | Bin 0 -> 1701 bytes 2 files changed, 3 insertions(+) create mode 100644 logs/PPO_9/events.out.tfevents.1757322255.LAPTOP-U4CU9OKR.13216.0 diff --git a/envs/simple_biped_env.py b/envs/simple_biped_env.py index 7c34ffd..a9345f6 100644 --- a/envs/simple_biped_env.py +++ b/envs/simple_biped_env.py @@ -50,6 +50,9 @@ def _compute_reward(self): def reset(self, seed=None, options=None): p.resetBasePositionAndOrientation(self.robot_id, [0,0,1], [0,0,0,1]) + num_joints = p.getNumJoints(self.robot_id) + for j in range(num_joints): + p.resetJointState(self.robot_id, j, targetValue=0.0, targetVelocity=0.0) p.setGravity(0, 0, -9.8) plane_id = p.loadURDF("plane.urdf") base_pos = p.getBasePositionAndOrientation(self.robot_id)[0] diff --git a/logs/PPO_9/events.out.tfevents.1757322255.LAPTOP-U4CU9OKR.13216.0 b/logs/PPO_9/events.out.tfevents.1757322255.LAPTOP-U4CU9OKR.13216.0 new file mode 100644 index 0000000000000000000000000000000000000000..c0b567298a56d784c32a076f6b899d5ab42fb911 GIT binary patch literal 1701 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.../simple_biped_env.cpython-312.pyc | Bin 8231 -> 8530 bytes envs/test.py | 4 ++-- ...fevents.1757321448.LAPTOP-U4CU9OKR.26104.0 | Bin 17885 -> 0 bytes ...fevents.1757322660.LAPTOP-U4CU9OKR.30516.0 | Bin 0 -> 169175 bytes ...fevents.1757321743.LAPTOP-U4CU9OKR.26088.0 | Bin 251 -> 0 bytes ...fevents.1757321780.LAPTOP-U4CU9OKR.21752.0 | Bin 6077 -> 0 bytes ...tfevents.1757322213.LAPTOP-U4CU9OKR.5692.0 | Bin 251 -> 0 bytes ...fevents.1757322255.LAPTOP-U4CU9OKR.13216.0 | Bin 1701 -> 0 bytes 8 files changed, 2 insertions(+), 2 deletions(-) delete mode 100644 logs/PPO_5/events.out.tfevents.1757321448.LAPTOP-U4CU9OKR.26104.0 create mode 100644 logs/PPO_5/events.out.tfevents.1757322660.LAPTOP-U4CU9OKR.30516.0 delete mode 100644 logs/PPO_6/events.out.tfevents.1757321743.LAPTOP-U4CU9OKR.26088.0 delete mode 100644 logs/PPO_7/events.out.tfevents.1757321780.LAPTOP-U4CU9OKR.21752.0 delete mode 100644 logs/PPO_8/events.out.tfevents.1757322213.LAPTOP-U4CU9OKR.5692.0 delete mode 100644 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