![]() ![]() I am new to the subject and I have no Idea if my DQL is implemented correctly. Snake VS Block is an addictive new high score chaser which is notably easy to learn and play, but exceedingly difficult to master. At the end, the snake either starts going hit the walls at each generation or would oscillate in place. Many other hyper parameters and reward functions. I have been trying to run this RL project for over a week now, with many different NN architectures. Model.save(str(width)+" " + str(height)+" DeepQ.h5") #increase maximum birth length every 1000 generation #generate a new food position every 20 generations Max_max_length = width*height//block_size**2Ī= main(i,np.random.randint(1,max_length+1)) #initial max length for the snake at birth If snake_x = food_x and snake_y = food_y:įood_x, food_y = generate_food(snake_list) The snake will grow longer when eating other balls along the way. If snake_x >= width or snake_x = height or snake_y < 0: Snake vs block is a free game about the war of balls and blocks. # Keep the length of snake same as snake_length If event.type = pygame.KEYDOWN and event.key = pygame.K_SPACE: #direction of the snake each corresponding to one of up down left right Snake_y = (height//block_size)//2 * block_size Snake_x = (width//block_size)//2 * block_size Total_reward =(c* gass_reward + c*reward_eat + c*penalty_distance + c*penalty_wall + c*penalty_touch_self)/c.sum()įilename = str(width)+" " + str(height)+" DeepQ.h5" Penalty_wall = -1 if not (inBounds(u,v)) else 0 dealer 800 Egg dealer ' 400 Ghee dealer 300 Bricks/block maker. If(u normalized_distance(p, p, food_x, food_y) else 1 500 Watch dealer and repair: Verandah 700 Shop 1,000 Watch repair (only): Verandah. Input,input= s/width,s/heightĭef normalized_distance(u,v,food_x,food_y): ((state, action, reward, next_state, done)) Self.base_exploration_rate = base_exploration_rateĭef get_action(self, state, direction,length):ĭef add_memory(self, state, action, reward, next_state, done): The difference is that the screen is covered with bricks that will require certain users to loose from the length of the snake to go through. Players control a snake that’s in constant motion, and they must direct it to eat the available balls. It is also important to provide children with basic snake safety education.I am using a DQL model with replay buffer to train the snake, where the state is represented by a vector containing class DQL:ĭef _init_(self, model, actions, discount_factor=0.95, exploration_rate=0.2, memory_size=100000, batch_size=20, decay_rate=0.995, base_exploration_rate = 0.1): Snake VS Block is a take on that genre, but with a twist. ![]() Keep pests, like mice, rats and other small mammals under control.Īvoiding areas where snakes might reside is a good approach to take during the warmer spring weather and always remain alert.Block any potential holes into your home which may allow snake access.Keep your garden and property clear of debris and potential hiding spots for snakes, like logs and long grass.A benefit of solar snake repellers is they look and act like solar garden lights and cast a glowing light around the garden, further adding to safety. The snake repellent emits sound vibrations which make snakes feel uncomfortable. Consider investing in solar snake repellers which you can place around your premises to ward off snakes and deter them from nesting or visiting your property.It is recommended an ambulance is called in the event of a snake bite. Refresh your knowledge of first aid treatment for snake bites.Wear long pants, long sleeves, sturdy shoes and a pair of snake proof gaiters.If you need to walk through leaf debris, underbrush or grassy areas, stomp your feet to scare off snakes.Be careful putting your hands and feet in or near holes or logs which potentially may be a snake home.If you come across a snake, remember to step away slowly so as not to startle or threaten it.Snakes will be coming out of their winter hiding spots and seeking food like rats and mice.īelow are 9 steps you can take to assist in snake safety both in the outdoors and around the home. Snakes are cold-blooded, which means they seek warm, sunny spots to regulate their body temperature and the spring climate means snakes will become increasingly active in the outdoors, around homes and other urban areas. Spring heralds the start of warmer weather in the Southern Hemisphere and this also means it’s time to be on the alert for the appearance of snakes.
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |