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LucasAlegre
/
morl-baselines
Multi-Objective Reinforcement Learning algorithms implementations.
https://lucasalegre.github.io/morl-baselines
MIT License
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Help Regarding GPILSContinuousAction Model Convergence
#71
arshad171
closed
11 months ago
10
Implement a fix to #69
#70
wilrop
closed
1 year ago
1
Pareto Q-Learning fails with any environment that doesn't have 2D state/obs space
#69
LeonEricsson
closed
11 months ago
6
Multi-core Training PGMORL
#68
arshad171
closed
1 year ago
0
Help Regarding Interpreting PGMORL Convergence
#67
arshad171
closed
1 year ago
2
Error when running CAPQL-based algorithm on Hopper
#66
sahandrez
closed
1 year ago
4
Add minecart-deterministic-v0 to envs with known pfs
#65
ffelten
closed
1 year ago
0
Support Gymnasium 0.29
#64
LucasAlegre
closed
1 year ago
0
Support for image-based observations in GPI-LS and Envelope
#63
LucasAlegre
closed
1 year ago
0
Move util functions to make more sense
#62
ffelten
closed
1 year ago
0
Bump to mo-gymnasium 1
#61
ffelten
closed
1 year ago
0
Implement fast pareto and convex hull pruning
#60
wilrop
closed
1 year ago
8
Add CAPQL algorithm
#59
LucasAlegre
closed
1 year ago
0
tensorboard -> wandb logging
#58
ffelten
closed
1 year ago
0
Hyperparameter optimization
#57
lowlypalace
closed
11 months ago
2
Autowrap for highway observation
#56
ffelten
closed
1 year ago
0
Maintenance/bump precommit tools
#55
ffelten
closed
1 year ago
0
Fix GPI-LS name in Benchmark script
#54
ffelten
closed
1 year ago
1
Fix PGMORL evaluation
#53
ffelten
closed
1 year ago
0
Add GPI-PD and add GPI-LS to benchmark
#52
LucasAlegre
closed
1 year ago
0
Recover from solver error in OLS
#51
ffelten
closed
1 year ago
0
Custom Enviroment
#50
avarbella
closed
1 year ago
2
Refactor random seed
#49
LucasAlegre
closed
1 year ago
0
Change PQL to linearly decaying exploration
#48
ffelten
closed
1 year ago
0
Add num_eval_episodes_for_front parameter
#47
LucasAlegre
closed
1 year ago
0
Unify exploration strategies
#46
ffelten
closed
1 year ago
0
Fix bug in track_policy function that would result in an infinite loop
#45
wilrop
closed
1 year ago
1
Finish GPI-PD tabular version
#44
LucasAlegre
closed
1 year ago
0
Performance report issue tracker
#43
ffelten
opened
1 year ago
0
Add CAPQL
#42
LucasAlegre
closed
1 year ago
0
Feature/benchmarking scripts
#41
ffelten
closed
1 year ago
1
Write general overview of each algorithm in the docs
#40
LucasAlegre
opened
1 year ago
1
Multi policy MOQlearning learning refactor
#39
LucasAlegre
closed
1 year ago
0
Remove tensorboard writer
#38
LucasAlegre
closed
1 year ago
0
Refactor Multi-Policy MO-Qlearning
#37
LucasAlegre
closed
1 year ago
0
Unify evaluation metrics across all algorithms
#36
ffelten
closed
1 year ago
0
Add GPI-PD with continuous actions
#35
LucasAlegre
closed
1 year ago
0
Add PCN algorithm
#34
LucasAlegre
closed
1 year ago
0
Fixed overflow issue of the while loop inside `predict_next_evaluation`
#33
ChrisZonghaoLi
closed
1 year ago
2
Add performance assessment description
#32
ffelten
closed
1 year ago
0
add wandb.log feature to record episode log
#31
PatrickYanZ
closed
1 year ago
5
pass PGMORL params to MOPPO
#30
ChrisZonghaoLi
closed
1 year ago
1
Update pgmorl.py
#29
ChrisZonghaoLi
closed
1 year ago
0
Bump mo-gymnasium
#28
ffelten
closed
1 year ago
0
Add GPI-LS + GPI-PD algorithm
#27
LucasAlegre
closed
1 year ago
0
Increase pop size in tests
#26
ffelten
closed
1 year ago
0
[PGMORL] remaining iterations bugfix
#25
mathieu-reymond
closed
1 year ago
2
Migration to (MO-)Gymnasium
#24
ffelten
closed
1 year ago
1
Feature/add eum
#23
ffelten
closed
1 year ago
2
Init test workflow
#22
ffelten
closed
1 year ago
2
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