hub / github.com/TianhongDai/reinforcement-learning-algorithms

github.com/TianhongDai/reinforcement-learning-algorithms @main

Chat with this repo

repository ↗ · DeepWiki ↗ · + Follow

341 symbols 1,017 edges 54 files 45 documented · 13%

What it actually does AI analysis from the code graph — generated when you open this

loading…

Core symbols most depended-on inside this repo

reset

called by 25

rl_algorithms/ddpg/utils.py

mean

called by 25

rl_algorithms/dqn_algos/utils.py

step

called by 25

rl_utils/logger/bench.py

called by 16

rl_utils/logger/logger.py

sample

called by 10

rl_algorithms/sac/utils.py

step

called by 9

rl_utils/env_wrapper/atari_wrapper.py

get_current

called by 9

rl_utils/logger/logger.py

reset

called by 8

rl_utils/env_wrapper/atari_wrapper.py

Shape

Method 210

Function 74

Class 57

Languages

Python100%

Modules by API surface

rl_utils/logger/logger.py62 symbols

rl_utils/env_wrapper/atari_wrapper.py44 symbols

rl_utils/env_wrapper/__init__.py34 symbols

rl_utils/logger/bench.py17 symbols

rl_utils/running_filter/running_filter.py12 symbols

rl_utils/env_wrapper/multi_envs_wrapper.py11 symbols

rl_algorithms/dqn_algos/utils.py11 symbols

rl_algorithms/sac/utils.py10 symbols

rl_algorithms/trpo/models.py9 symbols

rl_algorithms/ppo/models.py9 symbols

rl_algorithms/trpo/trpo_agent.py8 symbols

rl_algorithms/sac/sac_agent.py8 symbols

For agents

$ claude mcp add reinforcement-learning-algorithms \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact