mirror of
https://github.com/gryf/coach.git
synced 2025-12-17 11:10:20 +01:00
45 lines
2.0 KiB
YAML
45 lines
2.0 KiB
YAML
site_name: Reinforcement Learning Coach
|
|
theme: readthedocs
|
|
site_description: 'Reinforcement Learning Coach by Intel Nervana.'
|
|
markdown_extensions:
|
|
- mdx_math:
|
|
enable_dollar_delimiter: True #for use of inline $..$
|
|
|
|
extra_javascript: ['https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_HTML']
|
|
extra_css: [extra.css]
|
|
|
|
pages:
|
|
- Home : index.md
|
|
- Usage: usage.md
|
|
- Design:
|
|
- 'Features' : design/features.md
|
|
- 'Control Flow' : design/control_flow.md
|
|
- 'Network' : design/network.md
|
|
- 'Filters' : design/filters.md
|
|
- API Reference:
|
|
- 'Agent Parameters' : api_reference/agent_parameters/agent_parameters.md
|
|
- Algorithms:
|
|
- 'DQN' : algorithms/value_optimization/dqn.md
|
|
- 'Double DQN' : algorithms/value_optimization/double_dqn.md
|
|
- 'Dueling DQN' : algorithms/value_optimization/dueling_dqn.md
|
|
- 'Categorical DQN' : algorithms/value_optimization/categorical_dqn.md
|
|
- 'Mixed Monte Carlo' : algorithms/value_optimization/mmc.md
|
|
- 'Persistent Advantage Learning' : algorithms/value_optimization/pal.md
|
|
- 'Neural Episodic Control' : algorithms/value_optimization/nec.md
|
|
- 'Bootstrapped DQN' : algorithms/value_optimization/bs_dqn.md
|
|
- 'N-Step Q Learning' : algorithms/value_optimization/n_step.md
|
|
- 'Normalized Advantage Functions' : algorithms/value_optimization/naf.md
|
|
- 'Policy Gradient' : algorithms/policy_optimization/pg.md
|
|
- 'Actor-Critic' : algorithms/policy_optimization/ac.md
|
|
- 'Deep Determinstic Policy Gradients' : algorithms/policy_optimization/ddpg.md
|
|
- 'Proximal Policy Optimization' : algorithms/policy_optimization/ppo.md
|
|
- 'Clipped Proximal Policy Optimization' : algorithms/policy_optimization/cppo.md
|
|
- 'Direct Future Prediction' : algorithms/other/dfp.md
|
|
- 'Behavioral Cloning' : algorithms/imitation/bc.md
|
|
|
|
- Coach Dashboard : 'dashboard.md'
|
|
- Contributing :
|
|
- Adding a New Agent : 'contributing/add_agent.md'
|
|
- Adding a New Environment : 'contributing/add_env.md'
|
|
|