All important things about AI which will specially helps you in university exam.
- Introduction to AI
- AI problems
- History of AI
- Enviroments
- Agent introduction
- Strong and weak agent
- Types of Agents
- PEAS
- Problem solving
- Problem formulation
- State space search
- Uninformed & informed
- DFS
- BFS
- DLS
- Bidirectional search
- IDS
- UCS
- Best First Search
- Greedy Best First Search
- Uniform cost search
- Hill climbing
- Local Search
- Local Beam Search
- Stochastic Beam Search
- A*
- AO*
- Min- Max algorithm
- Working of Min-max
- Alpha-beta pruning
- Working of alpha beta pruning
- Game and Gametree
- Constraint Satisfaction Problem
- Cript Arithmetic problem
- Propositional logic
- Wumpus world problem
- First order logic
- Second order logic
- Third order logic
- Higher order logic
- Forward Chaining
- Backward Chaining
- WalkSAT algorithm
- DPLL algorithm