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13 changes: 13 additions & 0 deletions config/flappy_bird.ini
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[base]
env_name = flappy_bird

[env]
gravity = 0.5
pipe_speed = 2

[policy]
hidden_size = 128
num_layers = 1.6302

[train]
total_timesteps = 150_000_000
22 changes: 22 additions & 0 deletions ocean/flappy_bird/binding.c
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#include "flappy_bird.h"
#define OBS_SIZE (2 + 4 * MAX_PIPES)
#define NUM_ATNS 1
#define ACT_SIZES {2}
#define OBS_TENSOR_T FloatTensor

#define Env FlappyBird
#include "vecenv.h"

void my_init(Env* env, Dict* kwargs) {
env->num_agents = 1;
c_init(env);
env->gravity = (float)dict_get(kwargs, "gravity")->value;
env->pipe_speed = (int)dict_get(kwargs, "pipe_speed")->value;
}

void my_log(Log* log, Dict* out) {
dict_set(out, "perf", log->perf);
dict_set(out, "score", log->score);
dict_set(out, "episode_return", log->episode_return);
dict_set(out, "episode_length", log->episode_length);
}
41 changes: 41 additions & 0 deletions ocean/flappy_bird/flappy_bird.c
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#include "flappy_bird.h"
#include "puffernet.h"

int main(void) {
Weights* weights = load_weights("resources/flappy_bird/flappy_bird_weights.bin");
int logit_sizes[1] = {2};
PufferNet* net = make_puffernet(weights, 1, OBS_SIZE, 256, 1, logit_sizes, 1);

FlappyBird env = {
.num_agents = 1,
.gravity = GRAVITY,
.pipe_speed = PIPE_SPEED,
};

c_init(&env);
c_reset(&env);
c_render(&env);

while (!WindowShouldClose()) {
env.actions[0] = (float)(rand() % 2);
if (IsKeyDown(KEY_LEFT_SHIFT)) {
env.actions[0] = (float)NOOP;
if (IsKeyDown(KEY_SPACE)) {
env.actions[0] = (float)UP;
}
} else {
forward_puffernet(net, env.observations, env.actions);
}
c_step(&env);
c_render(&env);
}

free_puffernet(net);
free(weights);
free(env.observations);
free(env.actions);
free(env.rewards);
free(env.terminals);
c_close(&env);
return 0;
}
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