* fixed grabbing behaviour in agent

* fixed the grabbing issues and itegrated into wumpus environment

* cleaned the code a bit

* fixing the code space formatting

* fixing format

make it clear that the word slot refers to instance attribute, so it won't be confused with __slots__ magic.

* update games.py connect 4 display method 

original code displays board sideways. Fixed display method to print board bottom down

* update games.py add Gomoku game

Trivially addition of Gomoku, thanks to flexible implementation of TicTacToe class

…on 3.8 and added svr with r2 and accuracy metrics (aimacode#1185)

* MinMax Player

Added a MiniMax PLayer

* Changed OP

* Revert "reformulated the map coloring problem"

This reverts commit 20ab0e5.

* Revert "fixed typo errors and removed unnecessary brackets"

This reverts commit f743146.

* Revert "added map coloring SAT problems"

This reverts commit 9e0fa55.

* Revert "removed useless doctest for AC4 in Sudoku because AC4's tests are already present in test_csp.py"

This reverts commit b3cd24c.

* Revert "added doctest in Sudoku for AC4 and and the possibility of choosing the constant propagation algorithm in mac inference"

This reverts commit 6986247.

* Revert "added the mentioned AC4 algorithm for constraint propagation"

This reverts commit 03551fb.

* added map coloring SAT problem

* fixed build error

* Revert "added map coloring SAT problem"

This reverts commit 93af259.

* Revert "fixed build error"

This reverts commit 6641c2c.

* added map coloring SAT problem

* removed redundant parentheses

* added Viterbi algorithm

* added monkey & bananas planning problem

* simplified condition in search.py

* added tests for monkey & bananas planning problem

* removed monkey & bananas planning problem

* Revert "removed monkey & bananas planning problem"

This reverts commit 9d37ae0.

* Revert "added tests for monkey & bananas planning problem"

This reverts commit 24041e9.

* Revert "simplified condition in search.py"

This reverts commit 6d229ce.

* Revert "added monkey & bananas planning problem"

This reverts commit c74933a.

* defined the PlanningProblem as a specialization of a search.Problem & fixed typo errors

* fixed doctest in logic.py

* fixed doctest for cascade_distribution

* added ForwardPlanner and tests

* added __lt__ implementation for Expr

* added more tests

* renamed forward planner

* Revert "renamed forward planner"

This reverts commit c4139e5.

* renamed forward planner class & added doc

* added backward planner and tests

* fixed mdp4e.py doctests

* removed ignore_delete_lists_heuristic flag

* fixed heuristic for forward and backward planners

* added SATPlan and tests

* fixed ignore delete lists heuristic in forward and backward planners

* fixed backward planner and added tests

* updated doc

* added nary csp definition and examples

* added CSPlan and tests

* fixed CSPlan

* added book's cryptarithmetic puzzle example

* fixed typo errors in test_csp

* fixed aimacode#1111

* added sortedcontainers to yml and doc to CSPlan

* added tests for n-ary csp

* fixed utils.extend

* updated test_probability.py

* converted static methods to functions

* added AC3b and AC4 with heuristic and tests

* added conflict-driven clause learning sat solver

* added tests for cdcl and heuristics

* fixed probability.py

* fixed import

* fixed kakuro

* added Martelli and Montanari rule-based unification algorithm

* removed duplicate standardize_variables

* renamed variables known as built-in functions

* fixed typos in learning.py

* renamed some files and fixed typos

* fixed typos

* fixed typos

* fixed tests

* removed unify_mm

* remove unnecessary brackets

* fixed tests

* moved utility functions to utils.py

* fixed typos

* moved utils function to utils.py, separated probability learning classes from learning.py, fixed typos and fixed imports in .ipynb files

* added missing learners

* fixed Travis build

* fixed typos

* fixed typos

* fixed typos

* fixed typos

* fixed typos in agents files

* fixed imports in agent files

* fixed deep learning .ipynb imports

* fixed typos

* added SVM

* added .ipynb and fixed typos

* adapted code for .ipynb

* fixed typos

* updated .ipynb

* updated .ipynb

* updated logic.py

* updated .ipynb

* updated .ipynb

* updated planning.py

* updated inf definition

* fixed typos

* fixed typos

* fixed typos

* fixed typos

* Revert "fixed typos"

This reverts commit 658309d.

* Revert "fixed typos"

This reverts commit 08ad660.

* fixed typos

* fixed typos

* fixed typos

* fixed typos

* fixed typos and utils imports in *4e.py files

* fixed typos

* fixed typos

* fixed typos

* fixed typos

* fixed import

* fixed typos

* fixed typos

* fixd typos

* fixed typos

* fixed typos

* updated SVM

* added svm test

* fixed SVM and tests

* fixed some definitions and typos

* fixed svm and tests

* added SVMs also in learning4e.py

* fixed inf definition

* fixed .travis.yml

* fixed .travis.yml

* fixed import

* fixed inf definition

* replaced cvxopt with qpsolvers

* replaced cvxopt with quadprog

* fixed some definitions

* fixed typos and removed unnecessary tests

* replaced quadprog with qpsolvers

* fixed extend in utils

* specified error type in try-catch block

* fixed extend in utils

* fixed typos

* fixed learning.py

* fixed doctest errors

* added comments

* removed unnecessary if condition

* updated learning.py

* fixed imports

* removed unnecessary imports

* fixed keras imports

* fixed typos

* fixed learning_curve

* added comments

* fixed typos

* removed inf and isclose definition from utils and replaced with numpy.inf and numpy.isclose

* fixed doctests

* fixed numpy imports

* fixed superclass call

* removed utils import from 4e py file

* removed unnecessary norm function in utils and fixed Activation definition

* removed unnecessary clip function

* removed unnecessary import and functions from utils

* added tests and fxed some functions

* fixed doc

* fixed typos in gui folder

* removed unnecessary Keras classes and updated pytest.ini

* fixed some details

* readded Keras classes

* fixed import

* fixed some parameters

* removed unnecessary superclass

* fixed neural net

* added LinearLearner, LogisticLearner with tests and fixed NeuralNetLearner and PerceptronLearner

* removed random_weights and substituted with np.random.uniform

* fixed imports

* Revert "fixed imports"

This reverts commit aaf9c7b.

* Revert "removed random_weights and substituted with np.random.uniform"

This reverts commit 70d662b.

* revert

* fixed typo

* fixed .ini and DecisionTreeLearner

* fixed tests

* removed main and fixed AutoencoderLearner

* revert NeuralNetLearner and PerceptronLearner definition

* fixed all tests and removed Learner class

* fixed tests

* fixed tests

* fixed tests

* fixed some function definition

* fixed verbose definition

* fixed tests

* fixed tests

* fixed tests

* updated .travis.yml

* fixed .travis.yml

* fixed .travis.yml

* fixed all tests

* fixed requirements.txt

* fixed .travis.yml

* update .travis.yml

* rollback .travis.yml

* rollback tests

* fixed output layer with softmax as activation function

* updated yml

* updated requirements.txt

* fixed svc

* fixed syntax warns

* fixed syntax warns

* removed 3.8

* added python 3.8 support

* fixed doctests

* fixed spaces and doctest

* added SVR with r2 and accuracy metrics

* fixed imports

* fixed tests

* removed not allowed imports

* fixed

* fixed keras

* fixed

* updated requirements.txt

…aph_search_for_vis method (aimacode#1242)