Proposals
- Available Projects
Available Projects
There are several possible projects on disparate topics, categorised below. Roughly, each first-level dot corresponds to a project.
A list of proposal can be found also here and here.
Agent programming and dialogue
Labelled Variables in Logic Programming (LVLP)
References
Projects
- Extend 2P-Kt to support LVLP
Dialogical Argumentation
- SLR on dialogical argumentation protocols
- theoretical background
- main approaches (+ similarities and differences)
- main technologies (+ comparisons)
- Design, and prototype an argumentation protocol of choice in Jason
Parallel LP
- SLR / Bibliographic review on the state of the art
- Experiments in 2P-Kt and fork-join pools
Constraint Logic Programming
- SLR / Bibliographic review on the state of the art
- Experiments in 2P-Kt + external Constraint Programming solver
Object orientation and LP
- SLR / Bibliographic review on the state of the art
- Extensions / refinements / formalization of 2p-kt’s OOP-Lib
- Libraries for 2P-Kt
- lists, sets, DCG, etc (1 project each) + testing + documentation
Agent Reasoning
Answer Set Programming
- Design and implement a grounder for logic theories (in 2P-Kt)
- Design and implement an ASP solver (may require a grounder) (in 2P-Kt)
Abduction
- Design and implement an abductive solver based on Kowalski IFF procedure
Neural Network
- Design and implement a LRNN (Lifted Relational Neural Network) module for 2P-Kt
- Possible include the existing implementation
MAS programming and simulation
Making programming frameworks simulable
Make AgentSpeak(L) systems simulable through discrete event simulators:
- Make Jason-based systems simulable over Alchemist
Designing a simulable framework for agent programming
- Design and prototyping a simulable framework for behavioural (JADE-like) agent programming as a Kotlin DSL
- Design and prototyping of an AgentSpeak(L) implementation as a Kotlin DSL, in TuSoW
- Knowledge Extraction module for sub-symbolic predictors
- One project per algorithm TREPAN, Iter, GridEx, etc
Sub-Symbolic AI
- LP and Graph Neural Networks
- SLR / Bibliographic review on the state of the art
- Distributed vs. Local representations
- SLR / Bibliographic review on the state of the art
- References:
- https://www.researchgate.net/publication/313247648_Symbolic_Distributed_and_Distributional_Representations_for_Natural_Language_Processing_in_the_Era_of_Deep_Learning_A_Survey
- https://www.semanticscholar.org/paper/Distributed-vs.-Local-Representation/cc697fa2df31e74397f3c85e4997ba29bfbb2559
- https://www.persee.fr/doc/intel_0769-4113_1989_num_8_2_873
- References:
- SLR / Bibliographic review on the state of the art