Reinforcement Learning
Cliff Walking Env - Temporal Difference Models
![](https://freight.cargo.site/t/original/i/d58128831d2f4721808974bfd7ebd1574a630d3084fac2b7ba716e101f5ecbf9/Sarsa_algorithms.gif)
Sarsa(0), SarsaMax(Q-Learning), Expected Sarsa Algorithms
Blackjack Env 2.0 - Monte Carlo Problems
![](https://freight.cargo.site/t/original/i/1b59438f5883429e247273d61f3391f0dd9a44bf0fb469b8637f284cfa96c048/MC-Control.gif)
Monte Carlo Random vs. First Visit Policy Algorithm
Monte Carlo Alpha GLIE Algorithm
Writeups Coming Soon:
![](https://freight.cargo.site/t/original/i/04e763e24048db997a80e45cb766595f004a24d541b20ebe870b949c8fec0390/ezgif.com-crop-3.gif)
Banana Search Game
![](https://freight.cargo.site/t/original/i/fc8cf50b21e493b69204d484cf778f5c9907a8898c44e087193fcd33442e9844/ezgif.com-crop-4.gif)
Ping Pong
![](https://freight.cargo.site/t/original/i/408eab696fb809c05b9375c5ecc815d13cf3ea683099a473d9b5e5daf1d55296/reacher.gif)
Reacher
Some of my notes:
![](https://freight.cargo.site/t/original/i/4945f28c7c52bba2f5192e47242eadb9faf3c545ed5100b9fcb6a2e405d51f9c/01.jpg)
![](https://freight.cargo.site/t/original/i/ad9059b32f9226429f800ecf2be0aff501c1583c89a43d64529823d0ba530e50/06.png)
![](https://freight.cargo.site/t/original/i/9b193d6ff8b2e3dc616b914a2013ca93e85aa898fe422d790814a0a1cd189c33/05.png)
![](https://freight.cargo.site/t/original/i/73a9acdef5b744beef68103f67f48ed9876a6005eaeb2882f52f4c0b85f0948c/bellmanexpectationalgo.png)
![](https://freight.cargo.site/t/original/i/83d46ca260bf67f7390fc78dfc310b31ee5fe030e9c9b2ed28b97bff48dbbd15/04.png)
![](https://freight.cargo.site/t/original/i/640b621218f8d2164a5eae188757cafff3d1a925a539896317b64ab51e08baa4/03.jpg)
Data Visualisation Experiments
Using Opacity to Uncover Distribution Patterns:
![](https://freight.cargo.site/t/original/i/8d7195c9e4827a289b7f86dd997bf6b880750a02d9477fbf75dd635988ff8149/0.png)
![](https://freight.cargo.site/t/original/i/855cced679dc65af5e4a59e521539e59f6c4b716a5f5145d26f4e2a19dd3cb08/HiddenDistributions.gif)
An Early Attempt at Mapping a Complete Food Recommendation, CRM & Delivery Platform:
![](https://freight.cargo.site/t/original/i/f41e23afe017d4a9120709f5de3a17e77db1074ee401fb219daadad1f413dfbb/Ordr-overview-map.png)