Comments (3)
A little more work on this is required
from cs344-opponent-exploitation-poker.
CFR Key Ideas:
Maximum regret over all actions approaches zero.
The that such rate goes to zero is governed by a regret bound which is algorithm dependent.
EFR Key ideas:
Time selection regret minimisation
Time selection functions (experts deciding who to listen to)
Deviations (take different actions depending on the current information set, proceeding information set or previous information set)
Hindsight rationality
Observable hindsight rationality (keep some observations hidden to limit computational complexity, given this allow the learner to be rational to the best of their observations).
Partial deviation sequences (allow three distinct phases, correlated play, deviated play, recorrelated play, this is shown to improve strategic power).
Mediated equilibrium (an equilibrium strategy profile where each player is rational with respect to a deviation set).
Memory probability function with respect to a deviation (generalises counterfactual reach probability to account for memory states and additionally playouts according to a given deviation)
from cs344-opponent-exploitation-poker.
Initial ideas are good, need to write this up
from cs344-opponent-exploitation-poker.
Related Issues (20)
- Create a beautiful AI presentation HOT 1
- Create list of presentation requirements
- Draft a skeleton structure for the presentation slides
- Implement Jam/Fold opponent in OpenSpiel
- Create exploitability results for presentation
- Add remaining deviation types HOT 1
- TIPS deviation type
- Behavioural deviation type
- Add background information slides
- Add EFR slides
- Add methodology slides
- Add project management slides
- Add evaluation slides
- Introduction slides
- Future work using online learning
- MCCFR Opponent HOT 1
- Epsilon Exploitable Opponent HOT 1
- Relevant work
- Review literature around general reinforcement learning
- Write full final report structure
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from cs344-opponent-exploitation-poker.