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lucasosouza
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fasterRL
Reinforcement Learning library based on pytorch. Designed for research and experiments. Platform-agnostic (supports openai, marlo, more to be added)
MIT License
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use python native logger to implement logger class
#29
lucasosouza
opened
5 years ago
0
check and implement ideas from udacity DRL course
#28
lucasosouza
opened
5 years ago
0
create evaluator class
#27
lucasosouza
opened
5 years ago
0
implement replay pre-fill for experience replay algorithms
#26
lucasosouza
opened
5 years ago
0
implement online and offline evaluation
#25
lucasosouza
opened
5 years ago
0
importance sampling
#24
lucasosouza
closed
5 years ago
3
prioritized replay
#23
lucasosouza
closed
5 years ago
1
implement tests
#22
lucasosouza
opened
5 years ago
0
improve logger class architecture
#21
lucasosouza
opened
5 years ago
0
skill sharing
#20
lucasosouza
opened
5 years ago
0
implement methods in latest papers by DeepMind and OpenAI
#19
lucasosouza
opened
5 years ago
0
hierarchical learning
#18
lucasosouza
opened
5 years ago
0
discretization
#17
lucasosouza
closed
5 years ago
1
test and assure convergence of continuous policy gradient algorithms (including A2C)
#16
lucasosouza
opened
5 years ago
0
make a list of sources used for reference for the library creation
#15
lucasosouza
opened
5 years ago
0
try to make overall implementation deep learning platform-agnostic
#14
lucasosouza
opened
5 years ago
0
create benchmark for main algorithms and environments
#13
lucasosouza
opened
5 years ago
1
support for deepmind platform
#12
lucasosouza
opened
5 years ago
0
support for marlo platform
#11
lucasosouza
closed
5 years ago
1
experiments wall-clock time tracking
#10
lucasosouza
closed
5 years ago
1
distributional methods
#9
lucasosouza
opened
5 years ago
0
TRPO and PPO
#8
lucasosouza
opened
5 years ago
0
eligibility traces
#7
lucasosouza
opened
5 years ago
0
multiagent experiments - parallel
#6
lucasosouza
opened
5 years ago
0
multiagent experiments - sequential
#5
lucasosouza
closed
5 years ago
1
experience sharing
#4
lucasosouza
closed
5 years ago
1
curriculum learning
#3
lucasosouza
opened
5 years ago
1
implement n-steps in buffer class, to be reused by different agents
#2
lucasosouza
opened
5 years ago
1
create expected sarsa agent class
#1
lucasosouza
opened
5 years ago
0