From 338075542768e0dbe0fef589b29a51d52aa61ebc Mon Sep 17 00:00:00 2001 From: budzianowski Date: Mon, 28 Oct 2024 23:04:51 -0700 Subject: [PATCH 1/5] add imu link --- sim/envs/base/legged_robot.py | 22 ++++++++++++++++++---- sim/envs/humanoids/stompypro_config.py | 3 ++- sim/resources/stompypro/robot_fixed.urdf | 16 +++++++++++++++- 3 files changed, 35 insertions(+), 6 deletions(-) diff --git a/sim/envs/base/legged_robot.py b/sim/envs/base/legged_robot.py index db341d8f..6614db92 100644 --- a/sim/envs/base/legged_robot.py +++ b/sim/envs/base/legged_robot.py @@ -102,11 +102,14 @@ def post_physics_step(self): # TODO(pfb30) - debug this origin = torch.tensor(self.cfg.init_state.rot, device=self.device).repeat(self.num_envs, 1) origin = quat_conjugate(origin) - self.base_quat[:] = quat_mul(origin, self.root_states[:, 3:7]) + + self.base_quat = self.root_states[:, 3:7] + self.base_quat = quat_mul(origin, self.rigid_state[:, self.imu_indices, 3:7]) self.base_euler_xyz = get_euler_xyz_tensor(self.base_quat) self.base_lin_vel[:] = quat_rotate_inverse(self.base_quat, self.root_states[:, 7:10]) self.base_ang_vel[:] = quat_rotate_inverse(self.base_quat, self.root_states[:, 10:13]) + self.projected_gravity[:] = quat_rotate_inverse(self.base_quat, self.gravity_vec) self._post_physics_step_callback() @@ -363,7 +366,8 @@ def _compute_torques(self, actions): torques = p_gains * (actions_scaled + self.default_dof_pos - self.dof_pos) - d_gains * self.dof_vel res = torch.clip(torques, -self.torque_limits, self.torque_limits) - + # breakpoint() + print(self.root_states[0, :7]) return res def _reset_dofs(self, env_ids): @@ -592,6 +596,7 @@ def _prepare_reward_function(self): # prepare list of functions self.reward_functions = [] self.reward_names = [] + for name, scale in self.reward_scales.items(): if name == "termination": continue @@ -696,6 +701,8 @@ def _create_envs(self): self.num_dofs = len(self.dof_names) feet_names = [s for s in body_names if s in self.cfg.asset.foot_name] knee_names = [s for s in body_names if s in self.cfg.asset.knee_name] + imu_names = [s for s in body_names if s in self.cfg.asset.imu_name] + penalized_contact_names = [] for name in self.cfg.asset.penalize_contacts_on: penalized_contact_names.extend([s for s in body_names if name in s]) @@ -740,6 +747,8 @@ def _create_envs(self): self.gym.set_actor_dof_properties(env_handle, actor_handle, dof_props) body_props = self.gym.get_actor_rigid_body_properties(env_handle, actor_handle) body_props = self._process_rigid_body_props(body_props, i) + # pfb30 + root_body_handle = self.gym.get_actor_root_rigid_body_handle(env_handle, actor_handle) self.gym.set_actor_rigid_body_properties(env_handle, actor_handle, body_props, recomputeInertia=False) self.envs.append(env_handle) @@ -753,8 +762,7 @@ def _create_envs(self): print("feet", self.feet_indices) print(f"Processed body properties for env {i}:") for j, prop in enumerate(body_props): - print(f" Body {j} mass: {prop.mass}") - # prop.mass = prop.mass * 1e7 + print(f" Body {j} mass: {prop.mass}") print(f" Body {j} inertia: {prop.inertia.x}, {prop.inertia.y}, {prop.inertia.z}") self.knee_indices = torch.zeros(len(knee_names), dtype=torch.long, device=self.device, requires_grad=False) @@ -763,6 +771,12 @@ def _create_envs(self): self.envs[0], self.actor_handles[0], knee_names[i] ) + self.imu_indices = torch.zeros(len(imu_names), dtype=torch.long, device=self.device, requires_grad=False) + for i in range(len(imu_names)): + self.imu_indices[i] = self.gym.find_actor_rigid_body_handle( + self.envs[0], self.actor_handles[0], imu_names[i] + ) + self.penalised_contact_indices = torch.zeros( len(penalized_contact_names), dtype=torch.long, device=self.device, requires_grad=False ) diff --git a/sim/envs/humanoids/stompypro_config.py b/sim/envs/humanoids/stompypro_config.py index c68ab34e..cef1c3cf 100644 --- a/sim/envs/humanoids/stompypro_config.py +++ b/sim/envs/humanoids/stompypro_config.py @@ -39,10 +39,11 @@ class asset(LeggedRobotCfg.asset): foot_name = ["L_foot", "R_foot"] knee_name = ["L_calf", "R_calf"] - + imu_name = ["imu_link"] termination_height = 0.2 default_feet_height = 0.0 + collapse_fixed_joints = True penalize_contacts_on = [] self_collisions = 0 # 1 to disable, 0 to enable...bitwise filter flip_visual_attachments = False diff --git a/sim/resources/stompypro/robot_fixed.urdf b/sim/resources/stompypro/robot_fixed.urdf index 5c682f98..4dc7a8e3 100644 --- a/sim/resources/stompypro/robot_fixed.urdf +++ b/sim/resources/stompypro/robot_fixed.urdf @@ -1,7 +1,7 @@ - + @@ -11,6 +11,20 @@ + + + + + + + From 9909efbb3046cec75161d99a641d0fd503df1413 Mon Sep 17 00:00:00 2001 From: budzianowski Date: Tue, 29 Oct 2024 14:39:16 -0700 Subject: [PATCH 2/5] add visual placement and proper index, first training --- sim/envs/base/legged_robot.py | 58 +++++++++++++++--------- sim/envs/base/legged_robot_config.py | 5 +- sim/envs/humanoids/stompypro_config.py | 4 +- sim/resources/stompypro/robot_fixed.urdf | 17 +++++-- 4 files changed, 55 insertions(+), 29 deletions(-) diff --git a/sim/envs/base/legged_robot.py b/sim/envs/base/legged_robot.py index 6614db92..1d9ed042 100644 --- a/sim/envs/base/legged_robot.py +++ b/sim/envs/base/legged_robot.py @@ -103,13 +103,16 @@ def post_physics_step(self): origin = torch.tensor(self.cfg.init_state.rot, device=self.device).repeat(self.num_envs, 1) origin = quat_conjugate(origin) - self.base_quat = self.root_states[:, 3:7] - self.base_quat = quat_mul(origin, self.rigid_state[:, self.imu_indices, 3:7]) - self.base_euler_xyz = get_euler_xyz_tensor(self.base_quat) - - self.base_lin_vel[:] = quat_rotate_inverse(self.base_quat, self.root_states[:, 7:10]) - self.base_ang_vel[:] = quat_rotate_inverse(self.base_quat, self.root_states[:, 10:13]) + if self.imu_indices: + self.base_quat = quat_mul(origin, self.rigid_state[:, self.imu_indices, 3:7]) + self.base_lin_vel[:] = quat_rotate_inverse(self.base_quat, self.rigid_state[:, self.imu_indices, 7:10]) + self.base_ang_vel[:] = quat_rotate_inverse(self.base_quat, self.rigid_state[:, self.imu_indices, 10:13]) + else: + self.base_quat = self.root_states[:, 3:7] + self.base_lin_vel[:] = quat_rotate_inverse(self.base_quat, self.root_states[:, 7:10]) + self.base_ang_vel[:] = quat_rotate_inverse(self.base_quat, self.root_states[:, 10:13]) + self.base_euler_xyz = get_euler_xyz_tensor(self.base_quat) self.projected_gravity[:] = quat_rotate_inverse(self.base_quat, self.gravity_vec) self._post_physics_step_callback() @@ -193,7 +196,10 @@ def reset_idx(self, env_ids): # TODO(pfb30) - debug this origin = torch.tensor(self.cfg.init_state.rot, device=self.device).repeat(self.num_envs, 1) origin = quat_conjugate(origin) - self.base_quat[env_ids] = quat_mul(origin[env_ids, :], self.root_states[env_ids, 3:7]) + if self.imu_indices: + self.base_quat[env_ids] = quat_mul(origin[env_ids, :], self.rigid_state[env_ids, self.imu_indices, 3:7]) + else: + self.base_quat[env_ids] = quat_mul(origin[env_ids, :], self.root_states[env_ids, 3:7]) self.base_euler_xyz = get_euler_xyz_tensor(self.base_quat) self.projected_gravity[env_ids] = quat_rotate_inverse(self.base_quat[env_ids], self.gravity_vec[env_ids]) @@ -366,8 +372,6 @@ def _compute_torques(self, actions): torques = p_gains * (actions_scaled + self.default_dof_pos - self.dof_pos) - d_gains * self.dof_vel res = torch.clip(torques, -self.torque_limits, self.torque_limits) - # breakpoint() - print(self.root_states[0, :7]) return res def _reset_dofs(self, env_ids): @@ -485,17 +489,25 @@ def _init_buffers(self): self.dof_state = gymtorch.wrap_tensor(dof_state_tensor) self.dof_pos = self.dof_state.view(self.num_envs, self.num_dof, 2)[..., 0] self.dof_vel = self.dof_state.view(self.num_envs, self.num_dof, 2)[..., 1] - # self.base_quat = self.root_states[:, 3:7] + + self.rigid_state = gymtorch.wrap_tensor(rigid_body_state)#.view(self.num_envs, -1, 13) + self.rigid_state = self.rigid_state.view(self.num_envs, -1, 13) # TODO(pfb30): debug this + # self.base_quat = self.root_states[:, 3:7] origin = torch.tensor(self.cfg.init_state.rot, device=self.device).repeat(self.num_envs, 1) origin = quat_conjugate(origin) - self.base_quat = quat_mul(origin, self.root_states[:, 3:7]) + + if self.imu_indices: + self.base_quat = quat_mul(origin, self.rigid_state[:, self.imu_indices, 3:7]) + else: + self.base_quat = quat_mul(origin, self.root_states[:, 3:7]) + self.base_euler_xyz = get_euler_xyz_tensor(self.base_quat) self.contact_forces = gymtorch.wrap_tensor(net_contact_forces).view( self.num_envs, -1, 3 ) # shape: num_envs, num_bodies, xyz axis - self.rigid_state = gymtorch.wrap_tensor(rigid_body_state).view(self.num_envs, -1, 13) + # initialize some data used later on self.common_step_counter = 0 @@ -541,8 +553,13 @@ def _init_buffers(self): self.last_contacts = torch.zeros( self.num_envs, len(self.feet_indices), dtype=torch.bool, device=self.device, requires_grad=False ) - self.base_lin_vel = quat_rotate_inverse(self.base_quat, self.root_states[:, 7:10]) - self.base_ang_vel = quat_rotate_inverse(self.base_quat, self.root_states[:, 10:13]) + if self.imu_indices: + self.base_lin_vel = quat_rotate_inverse(self.base_quat, self.rigid_state[:, self.imu_indices, 7:10]) + self.base_ang_vel = quat_rotate_inverse(self.base_quat, self.rigid_state[:, self.imu_indices, 10:13]) + else: + self.base_lin_vel = quat_rotate_inverse(self.base_quat, self.root_states[:, 7:10]) + self.base_ang_vel = quat_rotate_inverse(self.base_quat, self.root_states[:, 10:13]) + self.projected_gravity = quat_rotate_inverse(self.base_quat, self.gravity_vec) if self.cfg.terrain.measure_heights: self.height_points = self._init_height_points() @@ -701,7 +718,6 @@ def _create_envs(self): self.num_dofs = len(self.dof_names) feet_names = [s for s in body_names if s in self.cfg.asset.foot_name] knee_names = [s for s in body_names if s in self.cfg.asset.knee_name] - imu_names = [s for s in body_names if s in self.cfg.asset.imu_name] penalized_contact_names = [] for name in self.cfg.asset.penalize_contacts_on: @@ -747,8 +763,6 @@ def _create_envs(self): self.gym.set_actor_dof_properties(env_handle, actor_handle, dof_props) body_props = self.gym.get_actor_rigid_body_properties(env_handle, actor_handle) body_props = self._process_rigid_body_props(body_props, i) - # pfb30 - root_body_handle = self.gym.get_actor_root_rigid_body_handle(env_handle, actor_handle) self.gym.set_actor_rigid_body_properties(env_handle, actor_handle, body_props, recomputeInertia=False) self.envs.append(env_handle) @@ -771,11 +785,11 @@ def _create_envs(self): self.envs[0], self.actor_handles[0], knee_names[i] ) - self.imu_indices = torch.zeros(len(imu_names), dtype=torch.long, device=self.device, requires_grad=False) - for i in range(len(imu_names)): - self.imu_indices[i] = self.gym.find_actor_rigid_body_handle( - self.envs[0], self.actor_handles[0], imu_names[i] - ) + self.imu_indices = self.gym.find_actor_rigid_body_handle( + self.envs[0], self.actor_handles[0], self.cfg.asset.imu_name + ) + if self.imu_indices == -1: + self.imu_indices = None self.penalised_contact_indices = torch.zeros( len(penalized_contact_names), dtype=torch.long, device=self.device, requires_grad=False diff --git a/sim/envs/base/legged_robot_config.py b/sim/envs/base/legged_robot_config.py index 1198d62e..1921474b 100644 --- a/sim/envs/base/legged_robot_config.py +++ b/sim/envs/base/legged_robot_config.py @@ -124,7 +124,10 @@ class safety: class asset: file = "" name = "legged_robot" # actor name - foot_name = "None" # name of the feet bodies, used to index body state and contact force tensors + foot_name = ["None"] # name of the feet bodies, used to index body state and contact force tensors + knee_name = ["None"] + imu_name = None + penalize_contacts_on = [] terminate_after_contacts_on = [] disable_gravity = False diff --git a/sim/envs/humanoids/stompypro_config.py b/sim/envs/humanoids/stompypro_config.py index cef1c3cf..5eb5cfc1 100644 --- a/sim/envs/humanoids/stompypro_config.py +++ b/sim/envs/humanoids/stompypro_config.py @@ -39,11 +39,11 @@ class asset(LeggedRobotCfg.asset): foot_name = ["L_foot", "R_foot"] knee_name = ["L_calf", "R_calf"] - imu_name = ["imu_link"] + + termination_height = 0.2 default_feet_height = 0.0 - collapse_fixed_joints = True penalize_contacts_on = [] self_collisions = 0 # 1 to disable, 0 to enable...bitwise filter flip_visual_attachments = False diff --git a/sim/resources/stompypro/robot_fixed.urdf b/sim/resources/stompypro/robot_fixed.urdf index 4dc7a8e3..c8b389d1 100644 --- a/sim/resources/stompypro/robot_fixed.urdf +++ b/sim/resources/stompypro/robot_fixed.urdf @@ -10,15 +10,24 @@ - - - + + + + + + + + + + + + From 61c5cb7f12c5c2a4663b1719f71b949c50c3839f Mon Sep 17 00:00:00 2001 From: budzianowski Date: Wed, 30 Oct 2024 12:01:08 -0700 Subject: [PATCH 3/5] robust with new imu --- policy_1.pt | Bin 1934856 -> 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