Comments (1)
Your code base is really good, I really like the multi-process environment, that's a legit innovation.
Update: After more training, it seems to be converging to not trading at all!
episode: 46289 worker: 28 net worth: 1008.27 average: 1113.74 orders: 2
episode: 46290 worker: 7 net worth: 1000.00 average: 1111.90 orders: 0
episode: 46291 worker: 4 net worth: 1318.49 average: 1115.07 orders: 46
episode: 46292 worker: 11 net worth: 1435.02 average: 1117.48 orders: 56
episode: 46293 worker: 0 net worth: 1002.71 average: 1116.31 orders: 1
episode: 46294 worker: 13 net worth: 1857.55 average: 1121.94 orders: 147
episode: 46295 worker: 10 net worth: 1000.00 average: 1121.94 orders: 0
episode: 46296 worker: 22 net worth: 1000.00 average: 1118.52 orders: 0
episode: 46297 worker: 1 net worth: 999.59 average: 1113.98 orders: 2
episode: 46298 worker: 27 net worth: 1000.00 average: 1113.98 orders: 0
episode: 46299 worker: 12 net worth: 1000.00 average: 1113.98 orders: 0
episode: 46300 worker: 18 net worth: 1000.00 average: 1113.49 orders: 0
episode: 46301 worker: 5 net worth: 1149.69 average: 1108.48 orders: 30
episode: 46302 worker: 3 net worth: 884.92 average: 1107.62 orders: 2
episode: 46303 worker: 9 net worth: 884.11 average: 1106.75 orders: 2
episode: 46304 worker: 25 net worth: 1116.05 average: 1108.33 orders: 38
episode: 46305 worker: 30 net worth: 1000.00 average: 1108.15 orders: 0
episode: 46306 worker: 31 net worth: 1000.00 average: 1107.60 orders: 0
episode: 46307 worker: 8 net worth: 1000.00 average: 1107.60 orders: 0
episode: 46308 worker: 21 net worth: 1000.00 average: 1108.09 orders: 0
episode: 46309 worker: 14 net worth: 1097.75 average: 1110.13 orders: 14
episode: 46310 worker: 26 net worth: 1000.00 average: 1110.13 orders: 0
episode: 46311 worker: 16 net worth: 907.64 average: 1109.20 orders: 1
from rl-bitcoin-trading-bot.
Related Issues (20)
- Might be Uncomplete
- Random Choice when doing prediction HOT 3
- critic_PPO2_loss
- The machine becomes worse, instead of improving
- Lookahead Bias HOT 3
- Problem with visualizing img with OpenCV in utils.py
- preventing model from updating parameters while testing
- problem with train_agent and self.get_gaes HOT 3
- multiprocessing is slow and doesn't use much GPU HOT 8
- buy and sell placed on same day when visualizing HOT 1
- Gaes fees HOT 3
- Utils - Unpacking the deque Render_data list without using a specific index HOT 3
- np.random.choice(self.action_space, p=prediction)
- Errors in deduction of fees - fees are actually not applied at all
- 'Adam' object has no attribute 'get_updates' HOT 3
- A Horrible mistake!
- Indicators HOT 1
- Nomalizing data
- get_reward() returns None, later results in exception
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from rl-bitcoin-trading-bot.