Search a show

Search a show

The CIS 5210 Podcast – Details, episodes & analysis

Podcast details

Technical and general information from the podcast's RSS feed.

Podcast The CIS 5210 Podcast

The CIS 5210 Podcast

Chris Callison-Burch

Education

Frequency: 1 episode/3d. Total Eps: 8

Hosting podcast Podbean

This is a podcast for the University of Pennsylvania’s Artificial Intelligence Course (CIS 5210). The episodes are automatically generated using NotebookLM by uploading Prof. Chris Callison-Burch’s lecture notes and lecture slides.

Read moreCollapse

Site

RSS

Apple

Data updated on 04/07/2026

Recent rankings

Latest chart positions across Apple Podcasts and Spotify rankings.

Shared links between episodes and podcasts

Links found in episode descriptions and other podcasts that share them.

RSS feed quality and score

Technical evaluation of the podcast's RSS feed quality and structure.

Publication history

Monthly episode publishing history over the past years.

Year

Latest published episodes

Recent episodes with titles, durations, and descriptions.

© My Podcast Data · Independent project · Data from Apple & Spotify

About Methodology Contact Support me Privacy Policy Legal Notice

CIS 5210 - Module 8 - Reinforcement Learning

Episode 8

Tuesday, October 22, 2024 • Duration 14:30

This episode explores reinforcement learning and its relationship to MDPs. Also mentioned: exploration v. exploitation, multi-arm bandits, model-free learning, q-learning.

Disclosure: This episode was generated using NotebookLM by uploading Professor Chris Callison-Burch's lecture notes and slides.

Read moreCollapse

CIS 5210 - Module 7 - Markov Decision Processes

Episode 7

Saturday, October 5, 2024 • Duration 16:42

This episode explores MDPs, covering stochastic environments, transition functions, reward functions, policies, value iteration, policy iteration, expected utility, finite vs. infinite horizons, discount factors, etc.

Disclosure: This episode was generated using NotebookLM by uploading Professor Chris Callison-Burch's lecture notes and slides.

Read moreCollapse

CIS 5210 - Module 6 - Knowledge-Based Agents and Logical Reasoning

Episode 6

Sunday, September 29, 2024 • Duration 13:45

This episode explores knowledge-based agents in AI, covering knowledge bases, inference, propositional logic, theorem proving, logical equivalence, resolution, conjunctive normal form (CNF), proof by contradiction, and distributed knowledge representation and reasoning.

Disclosure: This episode was generated using NotebookLM by uploading Professor Chris Callison-Burch's lecture notes and slides.

Read moreCollapse

CIS 5210 - Module 5 - CSPs

Episode 5

Sunday, September 29, 2024 • Duration 11:00

This episode explores constraint satisfaction problems (CSPs), covering variables, domains, constraints, backtracking search, heuristics, forward checking, constraint propagation, and arc consistency.

Disclosure: This episode was generated using NotebookLM by uploading Professor Chris Callison-Burch's lecture notes and slides.

Read moreCollapse

CIS 5210 - Module 4 - Adversarial Search

Episode 4

Sunday, September 29, 2024 • Duration 10:29

This episode explores adversarial search in game-playing AI, covering game formulation, minimax, game trees, evaluation functions, alpha-beta pruning and expectimax.

Disclosure: This episode was generated using NotebookLM by uploading Professor Chris Callison-Burch's lecture notes and slides.

Read moreCollapse

CIS 5210 - Module 3 - Informed Search

Episode 3

Saturday, September 28, 2024 • Duration 12:45

This episode explores informed search algorithms in AI, focusing on A* search. Key topics include: Importance of heuristics in guiding searches, and the role of admissible heuristics and in optimal solutions.

Disclosure: This episode was generated using NotebookLM by uploading Professor Chris Callison-Burch's lecture notes and slides.

Read moreCollapse

CIS 5210 - Module 2 - Uninformed Search

Episode 2

Saturday, September 28, 2024 • Duration 12:53

This episode explores uninformed search algorithms like BFS, DFS, and iterative deepening search.

Disclosure: This episode was generated using NotebookLM.

Read moreCollapse

CIS 5210 - Module 1 - Rational Agents

Episode 1

Saturday, September 28, 2024 • Duration 19:06

This episode explores rational agents in AI, covering:

Philosophical foundations
Historical context
Task environments

Disclosure: This episode was generated using NotebookLM.

Read moreCollapse