Commit Graph

316 Commits

Author SHA1 Message Date
cd6c3d6006 chore: migrating thesis case definition 2026-01-26 13:19:55 +01:00
Daniel Alves Rösel
b5f19e04b7 Paper lit review (#45)
* chore: updating apa citation and fixing citation in-text and parent

* fixing in lit review

* adjusting citations and improving schema

* chore: fixed formating and adjusting other components

* refined abstract

* one page fitting

* constrainative proposals

* fix: syntax of transtion probs

* refined lit review and soruces

* research Objectives

* adding logo graphics

* chore: fixing citation completeness

* updating with newly built algoerith

* lit review document setup
2026-01-26 13:04:32 +01:00
98a9a3738c fix: coi better defined and aligned and sac improved 2026-01-25 10:36:37 +01:00
1224841a82 preliminary improved runs 2026-01-24 23:51:57 +01:00
4033e73ba1 feat: consistent failure case 2026-01-24 15:16:41 +01:00
bae51daa1c chore: refactor session mapping 2026-01-24 14:21:35 +01:00
c5eae17924 simple baselines and training setup to be refactored 2026-01-24 13:20:42 +01:00
28669ea4c3 win: refomulated and re-inspired from library 2026-01-23 17:16:32 +01:00
b0a1647956 docs 2026-01-23 12:52:58 +01:00
19bb4fd517 chore; ignoreing build of docs 2026-01-23 10:37:48 +01:00
4e2e41d943 shock: defining new lab environment and formulation 2026-01-23 10:37:32 +01:00
a033e77697 intorducing jax for computation 2026-01-22 21:02:10 +01:00
40e0b201e6 chore: init code for jax core 2026-01-22 13:10:15 +01:00
a217d53556 feat: translating features to jax 2026-01-22 13:10:01 +01:00
a6e6cc5d60 feat: baseline setup for RL modeling 2026-01-22 12:52:41 +01:00
fa89347c4e feat: expanding market observation space 2026-01-22 11:48:24 +01:00
2b3d937be6 feat: fixing alignment w premiums and specific extraction of data 2026-01-22 11:46:32 +01:00
20c47fe85f review: planning environment refactoring 2026-01-22 11:40:47 +01:00
b7161573d7 chore: mini docs 2026-01-22 11:40:27 +01:00
c15bb1882e chore: training and data refactors 2026-01-22 11:40:12 +01:00
dee6f573e3 feat: contaminator and training 2026-01-21 19:12:56 +01:00
2ed200f870 chore: make lib backwards compatible 2026-01-21 19:12:35 +01:00
56308ecb10 chore: export repeated methods into lib 2026-01-21 19:12:11 +01:00
7fcd18c3cb chore: remove boilerplate 2026-01-21 19:11:54 +01:00
5f607a58eb acapting some architectures 2026-01-21 18:22:39 +01:00
6aad196234 migrating weak learning 2026-01-21 18:22:31 +01:00
e5060babfa feat: initial feature engineering of trajectories 2026-01-21 14:05:39 +01:00
80863e9b17 strong dataset gathering 2026-01-21 14:05:30 +01:00
a5029f2eab feat: weak train scaffold 2026-01-21 11:27:03 +01:00
c102ac482e chore: extra commenting 2026-01-21 11:11:49 +01:00
08ade8dc89 feat: wip contaminator 2026-01-20 21:00:47 +01:00
95d4f0cee2 chore: ignores 2026-01-13 19:50:36 +01:00
Daniel Alves Rösel
a9d73ccce5 Paper first fillout (#39)
* initial environemnt definitions

* high level defintion

* formlating the reward simply

* improved implementation

* tailored docker compose image for secondary tenaordboard

* preliminary desriptions and babble

* details on formulation and defintion of agent and its loop

* typos one

* more grammar issues

* fluidity improvements and refactors

* more decluttering and dnoising

* finalizing introduction review

* some methodology

* somehow this disappeared

* bit more of this and that

* methodology of how we do architectuer and online DP

* fix: compilation

* expanding on the taxonomy and economic references

* authoer notes

* acks + google GCP

* making space w new format nada lit review

* stronger lit review and more sources

* forgot about tables and graphs

* dedupe citations

* adding cloudflare

* fixing env vars

* updating docs with url

* upating embed

* fixing the url

* paper badge

* formaliztaion of rewards and adding definitions

* noisy formulations

* connecting some more dots here

* adding significant weight in prices

* fixing error

* fixing typos and consistency

* extra math formulations and refferenceot DRO

* fixing diagram of loops

* github mindmap

* fixing erro and thiknig about big picture

* enhancing the website

* goals methodology and gitignore

* some more references and theory links

* talking about some wtp

* feature: added wordcounter

* forcing latex builds and fixining the bib #

* refactor: update Cost of Information equations and notation for clarity

* some more math and refactors

* refactor: unify notation and improve clarity in COI equations

* refactor: generalize master function for demand estimation and pricing strategies

* we dont like math but we have to do it :(

* refactor: enhance Cost of Information framework with additional context and illustration

* refactor: enhance literature review and methodology sections with economic theory insights and system architecture details

* alining format to fit the rubric

* refactoring bibliography

* fix: align

* mdp additionally

* trying different title

* adding balance figure

* agentic givergence, finally

* fix: figure fonts adjusted to match
2026-01-13 17:07:29 +01:00
3072e5f46e refactor models computations 2026-01-13 16:51:00 +01:00
a1e3166322 chore: refactor the loader class 2026-01-13 16:46:17 +01:00
6f361b96a8 feat: joint loader 2026-01-13 16:42:50 +01:00
eea019ab3f feat: introduction of agentinc MDPs and KL divergence of > 2 2026-01-13 15:57:05 +01:00
a36973cb42 feat: forgot airflow helper staging 2026-01-13 15:37:06 +01:00
96180e9af1 feat: added a runner script for agent orchestration 2026-01-13 15:36:20 +01:00
Daniel Alves Rösel
e60c0c64e1 Pre run web refactors (#43)
* chore: refactor date utilities

* feat: improve images of hotel rooms

* fix: adding date utils
2026-01-13 15:35:27 +01:00
90f57cb9b9 chore: styling and title updates 2026-01-13 15:09:52 +01:00
d865357695 chore: fixing visual bugs in cart 2026-01-13 15:05:33 +01:00
961302a21a chore: better test consistency before agnet 2026-01-12 22:33:47 +01:00
0d214a469f planning 2026-01-12 20:59:09 +01:00
acf731efcb feat: integration of pipeline hooks into testing 2026-01-12 13:37:48 +01:00
9a8525a854 chore: refactor to better map end to end 2026-01-12 11:02:48 +01:00
29f51d56d1 pdf rendering 2026-01-12 11:02:48 +01:00
c56c7f6537 featuer: dot exporter 2026-01-12 11:02:48 +01:00
b1882b6049 feature: MDP behavior mappers (unlinked) 2026-01-12 11:02:48 +01:00
57a7e0c571 simple code cleanup 2026-01-12 11:02:48 +01:00