diff --git a/R/ReinforcementLearningFarm/Compat.toml b/R/ReinforcementLearningFarm/Compat.toml
new file mode 100644
index 000000000000000..384ebbeaff16966
--- /dev/null
+++ b/R/ReinforcementLearningFarm/Compat.toml
@@ -0,0 +1,6 @@
+[0]
+CircularArrayBuffers = "0.1.12-0.1"
+Distributions = "0.25"
+FillArrays = "1"
+ReinforcementLearning = "0.11"
+julia = "1.9.0-1"
diff --git a/R/ReinforcementLearningFarm/Deps.toml b/R/ReinforcementLearningFarm/Deps.toml
new file mode 100644
index 000000000000000..a7a7d8613fb2aee
--- /dev/null
+++ b/R/ReinforcementLearningFarm/Deps.toml
@@ -0,0 +1,8 @@
+[0]
+CircularArrayBuffers = "9de3a189-e0c0-4e15-ba3b-b14b9fb0aec1"
+Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
+FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b"
+Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
+LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+ReinforcementLearning = "158674fc-8238-5cab-b5ba-03dfc80d1318"
diff --git a/R/ReinforcementLearningFarm/Package.toml b/R/ReinforcementLearningFarm/Package.toml
new file mode 100644
index 000000000000000..6a05ec60c2b7570
--- /dev/null
+++ b/R/ReinforcementLearningFarm/Package.toml
@@ -0,0 +1,4 @@
+name = "ReinforcementLearningFarm"
+uuid = "14eff660-7080-4cec-bba2-cfb12cd77ac3"
+repo = "https://github.com/JuliaReinforcementLearning/ReinforcementLearning.jl.git"
+subdir = "src/ReinforcementLearningFarm"
diff --git a/R/ReinforcementLearningFarm/Versions.toml b/R/ReinforcementLearningFarm/Versions.toml
new file mode 100644
index 000000000000000..1e0451ff5f0107d
--- /dev/null
+++ b/R/ReinforcementLearningFarm/Versions.toml
@@ -0,0 +1,2 @@
+["0.0.1"]
+git-tree-sha1 = "e5e635d6f8d5891772ed67ba611a6eb6d562ba53"
diff --git a/Registry.toml b/Registry.toml
index 817085bd93e2ce1..2f47ff4b6b1b9ab 100644
--- a/Registry.toml
+++ b/Registry.toml
@@ -907,6 +907,7 @@ some amount of consideration when choosing package names.
 14d82f49-176c-5ed1-bb49-ad3f5cbd8c74 = { name = "Xorg_libpthread_stubs_jll", path = "jll/X/Xorg_libpthread_stubs_jll" }
 14dbef02-f468-5f15-853e-5ec8dee7b899 = { name = "AbstractStorage", path = "A/AbstractStorage" }
 14e20f5a-e304-4f94-b7d9-bca841234ddf = { name = "ShowGraphviz", path = "S/ShowGraphviz" }
+14eff660-7080-4cec-bba2-cfb12cd77ac3 = { name = "ReinforcementLearningFarm", path = "R/ReinforcementLearningFarm" }
 14f4b459-b795-4db2-be2a-be7a7c74c78d = { name = "Text2Tex", path = "T/Text2Tex" }
 14f7f29c-3bd6-536c-9a0b-7339e30b5a3e = { name = "AMD", path = "A/AMD" }
 14fc9687-df25-4852-9e56-61a08c6e8132 = { name = "Namtso", path = "N/Namtso" }