https://github.com/meetps/cs-747

Assignment codes for CS747 Intelligent and Learning Agents
https://github.com/meetps/cs-747

learning-agents markov-decision-processes reinforcement-learning sarsa

Last synced: about 1 month ago
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Assignment codes for CS747 Intelligent and Learning Agents

• Host: GitHub
• URL: https://github.com/meetps/cs-747
• Owner: meetps
• Created: 2016-07-29T13:19:24.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2016-10-15T18:41:53.000Z (over 8 years ago)
• Last Synced: 2025-04-20T03:33:11.942Z (about 2 months ago)
• Topics: learning-agents, markov-decision-processes, reinforcement-learning, sarsa
• Language: Python
• Homepage:
• Size: 34.4 MB
• Stars: 7
• Watchers: 5
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# CS-747 Intelligent and Learning Agents

## Assignments

### Assignment 1

* Multi-arm Bandits problem using Thompson Sampling

### Assignment 2

* Markov Decision Process Planning

  * Value Iteration

  * Policy Iteration

### Assignment 3

* SARSA Lambda 

  * Trace accumulation

  * Trace replacement