Richard Jozsa
66c326b789
Add proper handling of multiple environments
2023-03-20 15:54:58 +01:00
Richard Jozsa
d03fe1f8ee
add latest experimental version of gymnasium
2023-03-16 00:53:37 +01:00
robcaulk
d10ee0979a
ensure training_features_list is updated properly
2023-03-08 19:37:11 +01:00
Robert Caulk
85e345fc48
Update BaseReinforcementLearningModel.py
2023-03-08 19:29:39 +01:00
robcaulk
29d337fa02
ensure ohlc is dropped from both train and predict
2023-03-08 11:26:28 +01:00
robcaulk
d9dc831772
allow user to drop ohlc from features in RL
2023-03-07 11:33:54 +01:00
robcaulk
8873a565ee
expose raw features to the environment for use in calculate_reward
2023-02-10 15:48:18 +01:00
robcaulk
154b6711b3
use function level noqa ignore
2023-02-10 15:26:17 +01:00
robcaulk
4fc0edb8b7
add pair to environment for access inside calculate_reward
2023-02-10 14:45:50 +01:00
robcaulk
b2bab68fba
move price assignment to feature_engineering_standard() to reduce un-requested feature additions in RL. Ensure old method of price assignment still works, add deprecation warning to help users migrate their strategies
2022-12-30 13:02:39 +01:00
robcaulk
6f7eb71bbb
ensure RL works with new naming scheme
2022-12-28 14:52:33 +01:00
robcaulk
c2936d551b
improve doc, update test strats, change function names
2022-12-28 13:25:40 +01:00
Emre
7727f31507
Add 3 Action RL env
2022-12-16 22:18:49 +03:00
Emre
dde363343c
Add can_short param to base env
2022-12-16 22:16:19 +03:00
initrv
36948e2a74
fix base4 env done condition
2022-12-16 14:14:05 +03:00
robcaulk
581a5296cc
fix docstrings to reflect new env_info changes
2022-12-15 16:50:08 +01:00
robcaulk
7b4abd5ef5
use a dictionary to make code more readable
2022-12-15 12:25:33 +01:00
Emre
3af2251ce8
Fix add_state_info backtesting bug
2022-12-14 22:03:23 +03:00
Emre
2018da0767
Add env_info dict to base environment
2022-12-14 22:03:05 +03:00
robcaulk
2285ca7d2a
add dp to multiproc
2022-12-14 18:22:20 +01:00
initrv
f9b7d35900
add increment param for tensorboard_log
2022-12-12 14:14:23 +03:00
robcaulk
0f6b98b69a
merge develop into tensorboard cleanup
2022-12-11 15:38:32 +01:00
robcaulk
0fd8e214e4
add documentation for tensorboard_log, change how users interact with tensorboard_log
2022-12-11 15:31:29 +01:00
initrv
cb8fc3c8c7
custom info to tensorboard_metrics
2022-12-11 15:37:45 +03:00
robcaulk
7b3406914c
flip add_state_info
2022-12-07 19:49:39 +01:00
robcaulk
9b4364ddc3
ensure that add_state_info is deactivated during backtesting
2022-12-07 19:49:14 +01:00
initrv
58604c747e
cleanup tensorboard callback
2022-12-07 14:37:55 +03:00
robcaulk
62c69bf2b5
fix custom_info
2022-12-05 20:22:54 +01:00
robcaulk
d8565261e1
ignore initializer type
2022-12-04 14:10:33 +01:00
robcaulk
24766928ba
reorganize/generalize tensorboard callback
2022-12-04 13:54:30 +01:00
smarmau
b2edc58089
fix flake8
2022-12-03 22:31:02 +11:00
smarmau
469aa0d43f
add state/action info to callbacks
2022-12-03 21:16:46 +11:00
Matthias
4dc591a170
Merge pull request #7834 from freqtrade/fix-data-drawer-model-load
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Fix sb3_contrib loading issue
2022-12-02 06:29:23 +01:00
robcaulk
2b3e166dc2
fix fees RL
2022-12-01 10:10:28 +01:00
Emre
4a9982f86b
Fix sb3_contrib loading issue
2022-12-01 10:08:42 +03:00
robcaulk
e7f72d52b8
bring back market side setting in get_state_info
2022-11-30 12:36:26 +01:00
Matthias
c3daddc629
Merge pull request #7809 from richardjozsa/develop
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Improve the RL learning process
2022-11-29 06:28:36 +01:00
Emre
9cbfa12011
Directly set model_type in base RL model
2022-11-28 16:02:17 +03:00
robcaulk
56518def42
isort
2022-11-27 21:06:01 +01:00
robcaulk
7fd6bc526e
add randomize_starting_position to the rl_config
2022-11-27 21:03:13 +01:00
richardjozsa
64d4a52a56
Improve the RL learning process
...
Improve the RL learning process by selecting random start point for the agent, it can help to block the agent to only learn on the selected period of time, while improving the quality of the model.
2022-11-27 20:43:50 +01:00
stm
51d21b413d
Fix 4ac update_total_profit
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_update_total_profit() must be executed before "self._position = Positions.Neutral" because _update_total_profit() calls get_unrealized_profit(), which returns 0 if position is neutral and total_profit is not updated
2022-11-26 23:35:20 +03:00
robcaulk
be890b52fd
remove np import
2022-11-26 13:44:58 +01:00
robcaulk
aaaa5a5f64
add documentation for net_arch, other small changes
2022-11-26 13:44:58 +01:00
Matthias
7ebc8ee169
Fix missing Optional typehint
2022-11-26 13:32:18 +01:00
Matthias
bdfedb5fcb
Improve typehints / reduce warnings from mypy
2022-11-26 13:03:07 +01:00
robcaulk
81fd2e588f
ensure typing, remove unsued code
2022-11-26 12:11:59 +01:00
robcaulk
3a07749fcc
fix docstring
2022-11-24 18:46:54 +01:00
robcaulk
44b042ba51
remove unused function
2022-11-24 17:53:26 +01:00
Matthias
8f1a8c752b
Add freqairl docker build process
2022-11-24 07:00:12 +01:00
