Path	Lines of Code
LICENSE.md	169
README.md	26
notebooks/unit1/requirements-unit1.txt	4
notebooks/unit2/requirements-unit2.txt	10
notebooks/unit4/requirements-unit4.txt	5
notebooks/unit6/requirements-unit6.txt	4
units/en/communication/certification.mdx	17
units/en/communication/conclusion.mdx	13
units/en/live1/live1.mdx	5
units/en/unit0/discord101.mdx	22
units/en/unit0/introduction.mdx	83
units/en/unit0/setup.mdx	18
units/en/unit1/additional-readings.mdx	9
units/en/unit1/conclusion.mdx	10
units/en/unit1/deep-rl.mdx	14
units/en/unit1/exp-exp-tradeoff.mdx	22
units/en/unit1/glossary.mdx	42
units/en/unit1/hands-on.mdx	456
units/en/unit1/introduction.mdx	12
units/en/unit1/quiz.mdx	123
units/en/unit1/rl-framework.mdx	88
units/en/unit1/summary.mdx	11
units/en/unit1/tasks.mdx	16
units/en/unit1/two-methods.mdx	55
units/en/unit1/what-is-rl.mdx	20
units/en/unit2/additional-readings.mdx	9
units/en/unit2/bellman-equation.mdx	35
units/en/unit2/conclusion.mdx	9
units/en/unit2/glossary.mdx	29
units/en/unit2/hands-on.mdx	828
units/en/unit2/introduction.mdx	14
units/en/unit2/mc-vs-td.mdx	69
units/en/unit2/mid-way-quiz.mdx	74
units/en/unit2/mid-way-recap.mdx	10
units/en/unit2/q-learning-example.mdx	44
units/en/unit2/q-learning-recap.mdx	13
units/en/unit2/q-learning.mdx	91
units/en/unit2/quiz2.mdx	69
units/en/unit2/two-types-value-based-methods.mdx	50
units/en/unit2/what-is-rl.mdx	13
units/en/unit3/additional-readings.mdx	7
units/en/unit3/conclusion.mdx	8
units/en/unit3/deep-q-algorithm.mdx	59
units/en/unit3/deep-q-network.mdx	24
units/en/unit3/from-q-to-dqn.mdx	19
units/en/unit3/glossary.mdx	27
units/en/unit3/hands-on.mdx	212
units/en/unit3/introduction.mdx	9
units/en/unit3/quiz.mdx	69
units/en/unit4/additional-readings.mdx	11
units/en/unit4/advantages-disadvantages.mdx	42
units/en/unit4/conclusion.mdx	10
units/en/unit4/glossary.mdx	15
units/en/unit4/hands-on.mdx	763
units/en/unit4/introduction.mdx	14
units/en/unit4/pg-theorem.mdx	38
units/en/unit4/policy-gradient.mdx	71
units/en/unit4/quiz.mdx	66
units/en/unit4/what-are-policy-based-methods.mdx	27
units/en/unit5/bonus.mdx	10
units/en/unit5/conclusion.mdx	12
units/en/unit5/curiosity.mdx	27
units/en/unit5/hands-on.mdx	266
units/en/unit5/how-mlagents-works.mdx	45
units/en/unit5/introduction.mdx	19
units/en/unit5/pyramids.mdx	20
units/en/unit5/quiz.mdx	115
units/en/unit5/snowball-target.mdx	32
units/en/unit6/additional-readings.mdx	10
units/en/unit6/advantage-actor-critic.mdx	39
units/en/unit6/conclusion.mdx	6
units/en/unit6/hands-on.mdx	265
units/en/unit6/introduction.mdx	12
units/en/unit6/quiz.mdx	98
units/en/unit6/variance-problem.mdx	19
units/en/unit7/additional-readings.mdx	13
units/en/unit7/conclusion.mdx	6
units/en/unit7/hands-on.mdx	204
units/en/unit7/introduction-to-marl.mdx	36
units/en/unit7/introduction.mdx	23
units/en/unit7/multi-agent-setting.mdx	38
units/en/unit7/quiz.mdx	119
units/en/unit7/self-play.mdx	77
units/en/unit8/additional-readings.mdx	14
units/en/unit8/clipped-surrogate-objective.mdx	41
units/en/unit8/conclusion-sf.mdx	7
units/en/unit8/conclusion.mdx	5
units/en/unit8/hands-on-cleanrl.mdx	867
units/en/unit8/hands-on-sf.mdx	298
units/en/unit8/introduction-sf.mdx	7
units/en/unit8/introduction.mdx	15
units/en/unit8/intuition-behind-ppo.mdx	11
units/en/unit8/visualize.mdx	43
units/en/unitbonus1/conclusion.mdx	6
units/en/unitbonus1/how-huggy-works.mdx	36
units/en/unitbonus1/introduction.mdx	4
units/en/unitbonus1/play.mdx	11
units/en/unitbonus1/train.mdx	218
units/en/unitbonus2/hands-on.mdx	8
units/en/unitbonus2/introduction.mdx	4
units/en/unitbonus2/optuna.mdx	7
units/en/unitbonus3/curriculum-learning.mdx	34
units/en/unitbonus3/decision-transformers.mdx	17
units/en/unitbonus3/envs-to-try.mdx	52
units/en/unitbonus3/generalisation.mdx	6
units/en/unitbonus3/godotrl.mdx	165
units/en/unitbonus3/introduction.mdx	6
units/en/unitbonus3/language-models.mdx	28
units/en/unitbonus3/learning-agents.mdx	21
units/en/unitbonus3/model-based.mdx	18
units/en/unitbonus3/offline-online.mdx	22
units/en/unitbonus3/rl-documentation.mdx	37
units/en/unitbonus3/rlhf.mdx	35
units/en/unitbonus3/student-works.mdx	37
units/en/unitbonus5/conclusion.mdx	3
units/en/unitbonus5/customize-the-environment.mdx	14
units/en/unitbonus5/getting-started.mdx	199
units/en/unitbonus5/introduction.mdx	14
units/en/unitbonus5/the-environment.mdx	6
units/en/unitbonus5/train-our-robot.mdx	31