Added Documentation and Code Style

.editorconfig

@@ -0,0 +1,190 @@
+# editorconfig.org
+
+# top-most EditorConfig file
+root = true
+
+# Default settings:
+# A newline ending every file
+# Use 4 spaces as indentation
+[*]
+insert_final_newline = true
+indent_style = space
+indent_size = 4
+trim_trailing_whitespace = true
+
+# Generated code
+[*{_AssemblyInfo.cs,.notsupported.cs,AsmOffsets.cs}]
+generated_code = true
+
+# C# files
+[*.cs]
+# New line preferences
+csharp_new_line_before_open_brace = all
+csharp_new_line_before_else = true
+csharp_new_line_before_catch = true
+csharp_new_line_before_finally = true
+csharp_new_line_before_members_in_object_initializers = true
+csharp_new_line_before_members_in_anonymous_types = true
+csharp_new_line_between_query_expression_clauses = true
+
+# Indentation preferences
+csharp_indent_block_contents = true
+csharp_indent_braces = false
+csharp_indent_case_contents = true
+csharp_indent_case_contents_when_block = true
+csharp_indent_switch_labels = true
+csharp_indent_labels = one_less_than_current
+
+# Modifier preferences
+csharp_preferred_modifier_order = public, protected, internal, private, new, abstract, virtual, override, sealed, static, readonly, extern, unsafe, volatile, async:suggestion
+
+# avoid this. unless absolutely necessary
+dotnet_style_qualification_for_field = false:suggestion
+dotnet_style_qualification_for_property = false:suggestion
+dotnet_style_qualification_for_method = false:suggestion
+dotnet_style_qualification_for_event = false:suggestion
+
+# Types: use keywords instead of BCL types, and permit var only when the type is clear
+csharp_style_var_for_built_in_types = false:suggestion
+csharp_style_var_when_type_is_apparent = false:none
+csharp_style_var_elsewhere = false:suggestion
+dotnet_style_predefined_type_for_locals_parameters_members = true:suggestion
+dotnet_style_predefined_type_for_member_access = true:suggestion
+
+# name all constant fields using PascalCase
+dotnet_naming_rule.constant_fields_should_be_pascal_case.severity = suggestion
+dotnet_naming_rule.constant_fields_should_be_pascal_case.symbols = constant_fields
+dotnet_naming_rule.constant_fields_should_be_pascal_case.style = pascal_case_style
+dotnet_naming_symbols.constant_fields.applicable_kinds = field
+dotnet_naming_symbols.constant_fields.required_modifiers = const
+dotnet_naming_style.pascal_case_style.capitalization = pascal_case
+
+# static fields should have s_ prefix
+dotnet_naming_rule.static_fields_should_have_prefix.severity = suggestion
+dotnet_naming_rule.static_fields_should_have_prefix.symbols = static_fields
+dotnet_naming_rule.static_fields_should_have_prefix.style = static_prefix_style
+dotnet_naming_symbols.static_fields.applicable_kinds = field
+dotnet_naming_symbols.static_fields.required_modifiers = static
+dotnet_naming_symbols.static_fields.applicable_accessibilities = private, internal, private_protected
+dotnet_naming_style.static_prefix_style.required_prefix = s_
+dotnet_naming_style.static_prefix_style.capitalization = camel_case
+
+# internal and private fields should be _camelCase
+dotnet_naming_rule.camel_case_for_private_internal_fields.severity = suggestion
+dotnet_naming_rule.camel_case_for_private_internal_fields.symbols = private_internal_fields
+dotnet_naming_rule.camel_case_for_private_internal_fields.style = camel_case_underscore_style
+dotnet_naming_symbols.private_internal_fields.applicable_kinds = field
+dotnet_naming_symbols.private_internal_fields.applicable_accessibilities = private, internal
+dotnet_naming_style.camel_case_underscore_style.required_prefix = _
+dotnet_naming_style.camel_case_underscore_style.capitalization = camel_case
+
+# Code style defaults
+csharp_using_directive_placement = outside_namespace:suggestion
+dotnet_sort_system_directives_first = true
+csharp_prefer_braces = true:silent
+csharp_preserve_single_line_blocks = true:none
+csharp_preserve_single_line_statements = false:none
+csharp_prefer_static_local_function = true:suggestion
+csharp_prefer_simple_using_statement = false:none
+csharp_style_prefer_switch_expression = true:suggestion
+dotnet_style_readonly_field = true:suggestion
+
+# Expression-level preferences
+dotnet_style_object_initializer = true:suggestion
+dotnet_style_collection_initializer = true:suggestion
+dotnet_style_explicit_tuple_names = true:suggestion
+dotnet_style_coalesce_expression = true:suggestion
+dotnet_style_null_propagation = true:suggestion
+dotnet_style_prefer_is_null_check_over_reference_equality_method = true:suggestion
+dotnet_style_prefer_inferred_tuple_names = true:suggestion
+dotnet_style_prefer_inferred_anonymous_type_member_names = true:suggestion
+dotnet_style_prefer_auto_properties = true:suggestion
+dotnet_style_prefer_conditional_expression_over_assignment = true:silent
+dotnet_style_prefer_conditional_expression_over_return = true:silent
+csharp_prefer_simple_default_expression = true:suggestion
+
+# Expression-bodied members
+csharp_style_expression_bodied_methods = true:silent
+csharp_style_expression_bodied_constructors = true:silent
+csharp_style_expression_bodied_operators = true:silent
+csharp_style_expression_bodied_properties = true:silent
+csharp_style_expression_bodied_indexers = true:silent
+csharp_style_expression_bodied_accessors = true:silent
+csharp_style_expression_bodied_lambdas = true:silent
+csharp_style_expression_bodied_local_functions = true:silent
+
+# Pattern matching
+csharp_style_pattern_matching_over_is_with_cast_check = true:suggestion
+csharp_style_pattern_matching_over_as_with_null_check = true:suggestion
+csharp_style_inlined_variable_declaration = true:suggestion
+
+# Null checking preferences
+csharp_style_throw_expression = true:suggestion
+csharp_style_conditional_delegate_call = true:suggestion
+
+# Other features
+csharp_style_prefer_index_operator = false:none
+csharp_style_prefer_range_operator = false:none
+csharp_style_pattern_local_over_anonymous_function = false:none
+
+# Space preferences
+csharp_space_after_cast = false
+csharp_space_after_colon_in_inheritance_clause = true
+csharp_space_after_comma = true
+csharp_space_after_dot = false
+csharp_space_after_keywords_in_control_flow_statements = true
+csharp_space_after_semicolon_in_for_statement = true
+csharp_space_around_binary_operators = before_and_after
+csharp_space_around_declaration_statements = do_not_ignore
+csharp_space_before_colon_in_inheritance_clause = true
+csharp_space_before_comma = false
+csharp_space_before_dot = false
+csharp_space_before_open_square_brackets = false
+csharp_space_before_semicolon_in_for_statement = false
+csharp_space_between_empty_square_brackets = false
+csharp_space_between_method_call_empty_parameter_list_parentheses = false
+csharp_space_between_method_call_name_and_opening_parenthesis = false
+csharp_space_between_method_call_parameter_list_parentheses = false
+csharp_space_between_method_declaration_empty_parameter_list_parentheses = false
+csharp_space_between_method_declaration_name_and_open_parenthesis = false
+csharp_space_between_method_declaration_parameter_list_parentheses = false
+csharp_space_between_parentheses = false
+csharp_space_between_square_brackets = false
+
+# License header
+# file_header_template = 
+
+# C++ Files
+[*.{cpp,h,in}]
+curly_bracket_next_line = true
+indent_brace_style = Allman
+
+# Xml project files
+[*.{csproj,vbproj,vcxproj,vcxproj.filters,proj,nativeproj,locproj}]
+indent_size = 2
+
+[*.{csproj,vbproj,proj,nativeproj,locproj}]
+charset = utf-8
+
+# Xml build files
+[*.builds]
+indent_size = 2
+
+# Xml files
+[*.{xml,stylecop,resx,ruleset}]
+indent_size = 2
+
+# Xml config files
+[*.{props,targets,config,nuspec}]
+indent_size = 2
+
+# YAML config files
+[*.{yml,yaml}]
+indent_size = 2
+
+# Shell scripts
+[*.sh]
+end_of_line = lf
+
+[*.{cmd,bat}]
+end_of_line = crlf

.gitmodules

@@ -0,0 +1,3 @@
+[submodule "doxygen-awesome-css"]
+	path = doxygen-awesome-css
+	url = https://github.com/jothepro/doxygen-awesome-css.git

Assets/ML-Agents/Timers/AI_timers.json

@@ -1,67 +1,76 @@
 {
-  "count": 1,
-  "self": 9.3403792,
-  "total": 9.3681278,
-  "children": {
-    "InitializeActuators": {
-      "count": 8,
-      "self": 0.0010034,
-      "total": 0.0010034,
-      "children": null
-    },
-    "InitializeSensors": {
-      "count": 8,
-      "self": 0.0009994,
-      "total": 0.0009994,
-      "children": null
-    },
-    "AgentSendState": {
-      "count": 1,
-      "self": 0.0010061,
-      "total": 0.010084899999999999,
-      "children": {
-        "CollectObservations": {
-          "count": 8,
-          "self": 0.0080716,
-          "total": 0.0080716,
-          "children": null
+    "count": 1,
+    "self": 10.819744799999999,
+    "total": 11.2268753,
+    "children": {
+        "InitializeActuators": {
+            "count": 8,
+            "self": 0.0015133,
+            "total": 0.0015133,
+            "children": null
+        },
+        "InitializeSensors": {
+            "count": 8,
+            "self": 0.0015168,
+            "total": 0.0015168,
+            "children": null
         },
-        "WriteActionMask": {
-          "count": 8,
-          "self": 0,
-          "total": 0,
-          "children": null
+        "AgentSendState": {
+            "count": 60,
+            "self": 0.0010157,
+            "total": 0.2497354,
+            "children": {
+                "CollectObservations": {
+                    "count": 480,
+                    "self": 0.2456526,
+                    "total": 0.2456526,
+                    "children": null
+                },
+                "WriteActionMask": {
+                    "count": 480,
+                    "self": 0.0010668,
+                    "total": 0.0010668,
+                    "children": null
+                },
+                "RequestDecision": {
+                    "count": 480,
+                    "self": 0.0020003,
+                    "total": 0.0020003,
+                    "children": null
+                }
+            }
         },
-        "RequestDecision": {
-          "count": 8,
-          "self": 0.0010072,
-          "total": 0.0010072,
-          "children": null
+        "DecideAction": {
+            "count": 60,
+            "self": 0.0015038,
+            "total": 0.0015038,
+            "children": null
+        },
+        "AgentAct": {
+            "count": 60,
+            "self": 0.1528612,
+            "total": 0.1528612,
+            "children": null
         }
-      }
     },
-    "DecideAction": {
-      "count": 1,
-      "self": 0.0015562999999999998,
-      "total": 0.0015562999999999998,
-      "children": null
+    "gauges": {
+        "SnakeAi.CumulativeReward": {
+            "count": 71,
+            "max": 19.3010044,
+            "min": -11.4027328,
+            "runningAverage": -9.782438,
+            "value": -11.1,
+            "weightedAverage": -11.1100969
+        }
     },
-    "AgentAct": {
-      "count": 1,
-      "self": 0.014104799999999999,
-      "total": 0.014104799999999999,
-      "children": null
+    "metadata": {
+        "timer_format_version": "0.1.0",
+        "start_time_seconds": "1689188193",
+        "unity_version": "2023.1.3f1",
+        "command_line_arguments": "C:\\Program Files\\Unity\\Hub\\Editor\\2023.1.3f1\\Editor\\Unity.exe -projectpath C:\\Users\\felix\\SnakeGame -useHub -hubIPC -cloudEnvironment production",
+        "communication_protocol_version": "1.5.0",
+        "com.unity.ml-agents_version": "2.3.0-exp.3",
+        "scene_name": "AI",
+        "end_time_seconds": "1689188204"
     }
-  },
-  "gauges": {},
-  "metadata": {
-    "timer_format_version": "0.1.0",
-    "start_time_seconds": "1689167416",
-    "unity_version": "2023.1.3f1",
-    "command_line_arguments": "C:\\Program Files\\Unity\\Hub\\Editor\\2023.1.3f1\\Editor\\Unity.exe -projectpath C:\\Users\\felix\\SnakeGame -useHub -hubIPC -cloudEnvironment production",
-    "communication_protocol_version": "1.5.0",
-    "com.unity.ml-agents_version": "2.3.0-exp.3",
-    "scene_name": "AI",
-    "end_time_seconds": "1689167425"
-  }
-}
+}