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Title: GitHub - Alwaysproblem/newbiesRL: Naive implementations of deep reinforcement learning algorithms

Open Graph Title: GitHub - Alwaysproblem/newbiesRL: Naive implementations of deep reinforcement learning algorithms

X Title: GitHub - Alwaysproblem/newbiesRL: Naive implementations of deep reinforcement learning algorithms

Description: Naive implementations of deep reinforcement learning algorithms - Alwaysproblem/newbiesRL

Open Graph Description: Naive implementations of deep reinforcement learning algorithms - Alwaysproblem/newbiesRL

X Description: Naive implementations of deep reinforcement learning algorithms - Alwaysproblem/newbiesRL

Opengraph URL: https://github.com/Alwaysproblem/newbiesRL

X: @github

direct link

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AWR	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/AWR
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DDQN	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/DDQN
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DQN	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/DQN
MPO	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/MPO
MPO	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/MPO
PPG	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/PPG
PPG	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/PPG
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RND	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/RND
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SARSA	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/SARSA
TD3	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/TD3
TD3	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/TD3
XAWR	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/XAWR
XAWR	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/XAWR
XDDPG	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/XDDPG
XDDPG	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/XDDPG
XSAC	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/XSAC
XSAC	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/XSAC
XTD3	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/XTD3
XTD3	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/XTD3
tests	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/tree/main/tests
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CONTRIBUTE.md	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/CONTRIBUTE.md
CONTRIBUTE.md	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/CONTRIBUTE.md
LICENSE	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/LICENSE
README.md	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/README.md
README.md	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/README.md
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ruff.toml	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/ruff.toml
ruff.toml	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/ruff.toml
README	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL
MIT license	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#naive-implementations-of-deep-reinforcement-learning
	https://github.com/pre-commit/pre-commit
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#about
OpenAI gymnasium	https://github.com/Farama-Foundation/Gymnasiu
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#table-of-contents
Naive Implementations of Deep Reinforcement Learning	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#naive-implementations-of-deep-reinforcement-learning
About	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#about
Table of Contents	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#table-of-contents
Environment Preparation (torch users)	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#environment-preparation-torch-users
Run	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#run
Algorithms	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#algorithms
Improved with Gumbel Distribution Regression from XQL	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#improved-with-gumbel-distribution-regression-from-xql
Reference	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#reference
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#environment-preparation-torch-users
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#run
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#algorithms
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/DQN/DQNAgent_400.gif
DQN	https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/DDQN/DDQNAgent_400.gif
DDQN	https://arxiv.org/pdf/1509.06461.pdf
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/DDPG/DDPGAgent_200.gif
DDPG	https://arxiv.org/pdf/1509.02971.pdf
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/PPO/PPOAgent_200.gif
PPO	https://arxiv.org/pdf/1707.06347.pdf
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/PPG/PPGAgent_100.gif
PPG	https://proceedings.mlr.press/v139/cobbe21a/cobbe21a.pdf
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/C51/C51Agent_100.gif
C51	https://arxiv.org/pdf/1707.06887.pdf
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/AWR/AWRAgent_200.gif
AWR	https://openreview.net/attachment?id=H1gdF34FvS
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/AC/A2CAgent_600.gif
AC	https://proceedings.neurips.cc/paper/1999/file
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/TD3/TD3Agent_100.gif
TD3	https://arxiv.org/pdf/1802.09477.pdf
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/SACv1/SACv1Agent_100.gif
SACv1	https://arxiv.org/pdf/1801.01290.pdf
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/SACv2/SACv2Agent_200.gif
SACv2	https://arxiv.org/pdf/1812.05905.pdf
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/MPO/MPOAgent_900.gif
MPO	https://arxiv.org/pdf/1812.02256.pdf
XQL	https://div99.github.io/XQL
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#improved-with-gumbel-distribution-regression-from-xql
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/XAWR/XAWRAgent_100.gif
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/XDDPG/XDDPGAgent_200.gif
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	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/blob/main/XSAC/XSACAgent_100.gif
	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#reference
coax	https://github.com/coax-dev/coax
https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf	https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf
https://arxiv.org/pdf/1509.06461.pdf	https://arxiv.org/pdf/1509.06461.pdf
https://arxiv.org/pdf/1509.02971.pdf	https://arxiv.org/pdf/1509.02971.pdf
https://arxiv.org/pdf/1707.06347.pdf	https://arxiv.org/pdf/1707.06347.pdf
https://arxiv.org/pdf/1707.06887.pdf	https://arxiv.org/pdf/1707.06887.pdf
https://openreview.net/attachment?id=H1gdF34FvS&name=original_pdf	https://openreview.net/attachment?id=H1gdF34FvS&name=original_pdf
https://proceedings.neurips.cc/paper/1999/file/6449f44a102fde848669bdd9eb6b76fa-Paper.pdf	https://proceedings.neurips.cc/paper/1999/file/6449f44a102fde848669bdd9eb6b76fa-Paper.pdf
https://div99.github.io/XQL/	https://div99.github.io/XQL/
deep-reinforcement-learning	https://patch-diff.githubusercontent.com/topics/deep-reinforcement-learning
q-learning	https://patch-diff.githubusercontent.com/topics/q-learning
pytorch	https://patch-diff.githubusercontent.com/topics/pytorch
dqn	https://patch-diff.githubusercontent.com/topics/dqn
ddpg	https://patch-diff.githubusercontent.com/topics/ddpg
sac	https://patch-diff.githubusercontent.com/topics/sac
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actor-critic	https://patch-diff.githubusercontent.com/topics/actor-critic
awr	https://patch-diff.githubusercontent.com/topics/awr
ddqn	https://patch-diff.githubusercontent.com/topics/ddqn
paper-implementations	https://patch-diff.githubusercontent.com/topics/paper-implementations
c51	https://patch-diff.githubusercontent.com/topics/c51
ppo	https://patch-diff.githubusercontent.com/topics/ppo
energy-based-model	https://patch-diff.githubusercontent.com/topics/energy-based-model
td3	https://patch-diff.githubusercontent.com/topics/td3
Readme	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#readme-ov-file
MIT license	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL#MIT-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL
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1 fork	https://patch-diff.githubusercontent.com/Alwaysproblem/newbiesRL/forks
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