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nazaruka
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gym-http-api
NSGA2-based Sonic agent + experimental code
MIT License
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Track progress on game map
#42
schrum2
closed
5 years ago
2
Summer SCOPE research
#41
schrum2
closed
5 years ago
1
Better mutation and crossover
#40
schrum2
closed
5 years ago
2
Stop dead-end learning
#39
schrum2
opened
5 years ago
3
Behavior archive
#38
schrum2
closed
5 years ago
3
Evolve in multiple levels
#37
schrum2
opened
5 years ago
0
Log scores and behaviors from each generation
#36
schrum2
closed
5 years ago
3
Problems with when novelty is calculated
#35
schrum2
closed
5 years ago
1
Simplified behavior vector
#34
schrum2
closed
5 years ago
1
End Bad Evals Early
#33
schrum2
closed
5 years ago
1
Command Lines for NSGA 2 code
#32
schrum2
closed
5 years ago
0
Saving Models and logging data
#31
schrum2
closed
5 years ago
6
Three Evolution Modes: No Learning, Baldwinian, and Lamarckian
#30
schrum2
closed
5 years ago
2
Confirm that PPO's "evaluate" function does not use epsilon random actions
#29
nazaruka
closed
5 years ago
1
Behavior vectors across multiple evaluations
#28
schrum2
opened
5 years ago
0
Verify working of PPO within the NSGA II code
#27
schrum2
closed
5 years ago
12
Verify PyTorch PPO Performance
#26
schrum2
closed
5 years ago
2
Initialize a Deep CNN from a flat vector of weights
#25
schrum2
closed
5 years ago
16
Behavioral Diversity via NSGA-II
#24
schrum2
closed
5 years ago
4
Run one Sonic episode and return behavior characterization and return
#23
schrum2
closed
5 years ago
7
Investigate GVGAI GYM
#22
schrum2
opened
5 years ago
0
Training in the same level at once, with different model architectures
#21
nazaruka
closed
5 years ago
1
Training on multiple levels
#20
nazaruka
closed
5 years ago
3
Compress Sonic's Video Stream
#19
schrum2
opened
5 years ago
1
Go-Explore
#18
schrum2
closed
5 years ago
2
Save/Load PPO Models
#17
schrum2
closed
5 years ago
2
Novelty Search
#16
schrum2
closed
5 years ago
12
Sonic the Hedgehog
#15
schrum2
closed
5 years ago
12
Get Retro Working
#14
schrum2
closed
5 years ago
3
Make requirements file that installs all Python packages via pip
#13
schrum2
closed
5 years ago
1
Explore VizDoom integration
#12
nazaruka
closed
5 years ago
2
Define flexible architectures
#11
schrum2
opened
5 years ago
4
Get a Box2D domain working
#10
schrum2
closed
5 years ago
6
Command line arguments
#9
schrum2
closed
5 years ago
4
Organize the code to have a central access point
#8
schrum2
closed
5 years ago
3
Apply an algorithm to an Atari game
#7
schrum2
closed
5 years ago
5
Change network architecture
#6
schrum2
closed
5 years ago
1
Try other code from Tidy RL
#5
schrum2
closed
5 years ago
4
Don't watch every episode
#4
schrum2
closed
5 years ago
2
Try DQN_cartpole.py with different domains
#3
schrum2
closed
5 years ago
3
Comment DQN_cartpole.py
#2
schrum2
closed
5 years ago
0
DQN Agent
#1
schrum2
closed
5 years ago
1