EECE 484: Artificial Intelligence and Reinforcement Learning

Electrical & Computer Engineer · 4 credits · Electrical&ComputerEngineering

This course introduces the fundamental principles, techniques, and applications of artificial intelligence (AI) and reinforcement learning (RL). Topics include knowledge representation, heuristic and algorithmic search methods, reasoning and planning in uncertain environments, and algorithmic learning techniques in unknown environments. The course also includes a discussion of the ethical and societal implications of AI and RL. Students completing this course will have a working knowledge of the design and implementation of various algorithms that will allow an intelligent agent to accomplish tasks in complex environments. Applications of topics covered in this course may include robotics, autonomous driving, and computer games.

Offered in 1 of the 26 listed terms (Fall 2026).

Catalog entry Browse Classes Textbooks (WWU Bookstore)

Prerequisites

(EECE 244 or Electrical Engineerng OBSOLETE 244) and MATH 204 and (MATH 346 or EECE 346 or EECE 397E)

Prerequisite tree

Each course's own prerequisites, down to the first courses in the chain.

EECE 244 Embedded Microcontrollers I
requires Electrical Engineerng OBSOLETE 233 or EECE 233 or Engineering Tech OBSOLETE 273
- EECE 233 Digital Electronics
  requires CSCI 140 or CSCI 141
  - CSCI 140 Programming Fundamentals in C++
    requires MATH 112 or MATH 115 or MATH 124 or MATH 125 or MATH 156 or MATH 204 or MATH 114 or Precalculus AP Exam (AP65), score 3 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus (PC), score 1.70 or Pre-Calculus 1 (PC1), score 1.70 or Pre-Calculus 2 (PC2), score 1.70 or College Algebra (CA), score 1.70 or MPT General - Scaled Score, score 152 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55
    - MATH 112 Functions and Algebraic Methods
      requires MPT - Advanced - Scaled Score, score 143 or MATH 099 (minimum grade YP) or College Algebra (CA), score 1.70 or Intermediate Algebra (IA), score 1.70 or MPT General - Scaled Score, score 148 or ALEKS Math Placement Assessmnt, score 35 or Precalculus AP Exam (AP65), score 2 or MATH 197C (minimum grade S) or MATH 109 (minimum grade S)
      - MATH 099 Introductory Algebra
        requires ALEKS Math Placement Assessmnt, score 1
      - MATH 197C Support Topics for Functions and Algebraic Methods
        requires ALEKS Math Placement Assessmnt, score 30
      - MATH 109 Support for Functions and Algebraic Methods
        requires ALEKS Math Placement Assessmnt, score 30
    - MATH 115 Precalculus II
      requires MATH 114 or Precalculus AP Exam (AP65), score 4 or ALEKS Math Placement Assessmnt, score 65
      - MATH 114 Precalculus I
        requires MPT General - Scaled Score, score 153 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or MATH 112 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70
        MATH 112 Functions and Algebraic Methods (shown above)
    - MATH 124 Calculus and Analytic Geometry I
      requires MPT - Advanced - Scaled Score, score 153 or MATH 115 or MATH 118 or Precalculus AP Exam (AP65), score 5 or Calculus BC AP Exam (AP68), score 3 or Calculus AB AP Exam (AP66), score 2 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus 2 (PC2), score 2.30 or ALEKS Math Placement Assessmnt, score 80
      - MATH 115 Precalculus II (shown above)
      - MATH 118 Accelerated Precalculus
        requires MPT General - Scaled Score, score 158 or MPT - Advanced - Scaled Score, score 149 or Precalculus AP Exam (AP65), score 4 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or ALEKS Math Placement Assessmnt, score 70
    - MATH 125 Calculus and Analytic Geometry II
      requires MATH 124 or MATH 134 or Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4
      - MATH 124 Calculus and Analytic Geometry I (shown above)
      - MATH 134 Calculus I Honors
        requires MATH 115 (minimum grade A) or MATH 118 (minimum grade A) or Math Placement - Advanced 2, score 20 or Precalculus AP Exam (AP65), score 5
        MATH 115 Precalculus II (shown above)
        MATH 118 Accelerated Precalculus (shown above)
    - MATH 156 Algebra With Applications to Business and Economics
      requires MPT General - Scaled Score, score 152 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70 or MATH 112
      - MATH 112 Functions and Algebraic Methods (shown above)
    - MATH 204 Elementary Linear Algebra
      requires MATH 125 or MATH 135 or MATH 138
      - MATH 125 Calculus and Analytic Geometry II (shown above)
      - MATH 135 Calculus II Honors
      - MATH 138 Accelerated Calculus
        requires Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4 or (Calculus BC AP Exam (AP68), score 2 and Calc AB Subscore AP Exm (AP69), score 3)
    - MATH 114 Precalculus I
      requires MPT General - Scaled Score, score 153 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or MATH 112 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70
      - MATH 112 Functions and Algebraic Methods (shown above)
  - CSCI 141 Computer Programming I
    requires MATH 112 or MATH 114 or MATH 115 or MATH 118 or MATH 124 or MATH 125 or MATH 134 or MATH 138 or MATH 156 or MATH 204 or Pre-Calculus 1 (PC1), score 1.70 or Precalculus AP Exam (AP65), score 3 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus (PC), score 1.70 or Pre-Calculus 2 (PC2), score 1.70 or College Algebra (CA), score 1.70 or MPT General - Scaled Score, score 152 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55
    - MATH 112 Functions and Algebraic Methods (shown above)
    - MATH 114 Precalculus I (shown above)
    - MATH 115 Precalculus II (shown above)
    - MATH 118 Accelerated Precalculus
      requires MPT General - Scaled Score, score 158 or MPT - Advanced - Scaled Score, score 149 or Precalculus AP Exam (AP65), score 4 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or ALEKS Math Placement Assessmnt, score 70
    - MATH 124 Calculus and Analytic Geometry I (shown above)
    - MATH 125 Calculus and Analytic Geometry II (shown above)
    - MATH 134 Calculus I Honors
      requires MATH 115 (minimum grade A) or MATH 118 (minimum grade A) or Math Placement - Advanced 2, score 20 or Precalculus AP Exam (AP65), score 5
      - MATH 115 Precalculus II (shown above)
      - MATH 118 Accelerated Precalculus (shown above)
    - MATH 138 Accelerated Calculus
      requires Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4 or (Calculus BC AP Exam (AP68), score 2 and Calc AB Subscore AP Exm (AP69), score 3)
    - MATH 156 Algebra With Applications to Business and Economics (shown above)
    - MATH 204 Elementary Linear Algebra (shown above)
MATH 204 Elementary Linear Algebra
requires MATH 125 or MATH 135 or MATH 138
- MATH 125 Calculus and Analytic Geometry II
  requires MATH 124 or MATH 134 or Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4
  - MATH 124 Calculus and Analytic Geometry I
    requires MPT - Advanced - Scaled Score, score 153 or MATH 115 or MATH 118 or Precalculus AP Exam (AP65), score 5 or Calculus BC AP Exam (AP68), score 3 or Calculus AB AP Exam (AP66), score 2 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus 2 (PC2), score 2.30 or ALEKS Math Placement Assessmnt, score 80
    - MATH 115 Precalculus II (shown above)
    - MATH 118 Accelerated Precalculus (shown above)
  - MATH 134 Calculus I Honors
    requires MATH 115 (minimum grade A) or MATH 118 (minimum grade A) or Math Placement - Advanced 2, score 20 or Precalculus AP Exam (AP65), score 5
    - MATH 115 Precalculus II (shown above)
    - MATH 118 Accelerated Precalculus (shown above)
- MATH 135 Calculus II Honors
- MATH 138 Accelerated Calculus
  requires Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4 or (Calculus BC AP Exam (AP68), score 2 and Calc AB Subscore AP Exm (AP69), score 3)
MATH 346 Probability and Statistics for Electrical and Computer Engineering
requires MATH 204 and (MATH 224 or MATH 225) and EECE 310
- MATH 204 Elementary Linear Algebra (shown above)
- MATH 224 Multivariable Calculus and Geometry I
  requires MATH 125 or MATH 135 or MATH 138 or Calculus AB AP Exam (AP66), score 5 or Calculus BC AP Exam (AP68), score 4 or Calc AB Subscore AP Exm (AP69), score 5
  - MATH 125 Calculus and Analytic Geometry II (shown above)
  - MATH 135 Calculus II Honors (shown above)
  - MATH 138 Accelerated Calculus (shown above)
- MATH 225 Multivariable Calculus and Geometry II
  requires MATH 224
  - MATH 224 Multivariable Calculus and Geometry I (shown above)
- EECE 310 Continuous Systems
  requires (MATH 331 or MATH 321) and (MATH 224 or MATH 225) and (Electrical Engineerng OBSOLETE 210 or EECE 210 or Engineering Tech OBSOLETE 371)
  - MATH 331 Ordinary Differential Equations
    requires MATH 204
    - MATH 204 Elementary Linear Algebra (shown above)
  - MATH 224 Multivariable Calculus and Geometry I (shown above)
  - MATH 225 Multivariable Calculus and Geometry II (shown above)
  - EECE 210 Circuit Analysis II
    requires MATH 204 and (EECE 111 or Electrical Engineerng OBSOLETE 111 or Engineering Tech OBSOLETE 271)
    - MATH 204 Elementary Linear Algebra (shown above)
    - EECE 111 Circuit Analysis I
      requires (MATH 125 or MATH 135 or MATH 138) and PHYS 162
      - MATH 125 Calculus and Analytic Geometry II (shown above)
      - MATH 135 Calculus II Honors (shown above)
      - MATH 138 Accelerated Calculus (shown above)
      - PHYS 162 Physics with Calculus II
        requires (PHYS 161 or HNRS 211) and ((MATH 124 and MATH 125) or (MATH 134 and MATH 135) or MATH 138)
        PHYS 161 Physics with Calculus I
        requires MATH 124 or MATH 134 or MATH 138 or Calculus AB AP Exam (AP66), score 3 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 3 (continues on its page)
        HNRS 211 Colloquium in Physics
        requires MATH 124 or MATH 134 or MATH 138 or Calculus AB AP Exam (AP66), score 3 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 3 (continues on its page)
        MATH 124 Calculus and Analytic Geometry I (shown above)
        MATH 125 Calculus and Analytic Geometry II (shown above)
        MATH 134 Calculus I Honors (shown above)
        MATH 135 Calculus II Honors (shown above)
        MATH 138 Accelerated Calculus (shown above)
EECE 346 Probability and Statistics for Electrical and Computer Engineering
requires MATH 204 and (MATH 224 or MATH 225) and EECE 310
- MATH 204 Elementary Linear Algebra (shown above)
- MATH 224 Multivariable Calculus and Geometry I (shown above)
- MATH 225 Multivariable Calculus and Geometry II (shown above)
- EECE 310 Continuous Systems (shown above)
EECE 397E Probability and Statistics for Electrical and Computer Engineering
requires MATH 204 and (MATH 224 or MATH 225) and (EECE 310 or Electrical Engineerng OBSOLETE 310)
- MATH 204 Elementary Linear Algebra (shown above)
- MATH 224 Multivariable Calculus and Geometry I (shown above)
- MATH 225 Multivariable Calculus and Geometry II (shown above)
- EECE 310 Continuous Systems (shown above)

From Banner's catalog for Spring 2027. Banner lists only the requisites it enforces, so check the catalog entry too.

Required by (0)

No course lists it as a prerequisite.

Syllabi and course websites

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Instructors

Instructor	Sections	Terms
Ramasubramanian, Bhaskar	1	Fall 2026

Every offering in the listed terms (1 section)

Term	Sec	CRN	Type	Meets	Instructor	Enrolled	Delivery
Fall 2026	0	43605	Lecture/Lab	TR 12:00pm-1:20pm · KB 213 W 12:00pm-1:50pm · KB 209	Ramasubramanian, Bhaskar	15/30	Face to Face Instruction