Pinnedgema.parreno.piquerasIntro to Post-deployment model performanceBy the time machine learning models are deployed, they face reality and its evolution over time. Performance degradation is a machine…5 min read·Apr 26, 2022--1--1
gema.parreno.piquerasStarCraft II Unplugged : Offline Reinforcement Learning ( Part I )StarCraft II is a Real Strategy Game developed by Blizzard and it is a challenge as it shows some properties interesting from the machine…12 min read·Feb 21, 2022--1--1
gema.parreno.piquerasInteractive Narrative Control: Safety and Alignment of Language AgentsThis blogpost aims to present Mempathy video game as a Safety and Alignment opportunity and the results and lessons learnt in implementing…10 min read·Apr 14, 2021----
gema.parreno.piquerasMempathy : Benchmarking Imitation and Reinforcement Learning for NPC players in serious video…Mempathy is a video game narrative experience that transforms the relationship with anxiety. The video game’s goal is to offer a…8 min read·Nov 9, 2020----
gema.parreno.piquerasSeeds : Lessons LearntDuring these days the Dream Arcade Jam has been part of itch.io platform . Lots of fun and lessons learnt from this experience . Here…4 min read·May 4, 2020----
gema.parreno.piquerasAbout communication in Multi-Agent Reinforcement LearningCommunication is one of the components of MARL and an active area of research itself, as it might influence the final performance of…8 min read·Jun 4, 2019--3--3
gema.parreno.piquerasQMIX paper ripped: Monotonic Value Function Factorization for Deep Multi-agent Reinforcement…StarCraft II has been present as a machine learning environment for research since BloodWar. A couple of years ago, DeepMind released…5 min read·May 11, 2019----
gema.parreno.piquerasA Unified Game-Theoretic Approach to Multi-agent Reinforcement LearningToday we will dig into a paper ripped of A Unified Game-Theoretic Approach to Multi-agent Reinforcement Learning , one of the core ideas…4 min read·Feb 13, 2019--1--1
gema.parreno.piquerasSCIILE Blue Moon mini-game and Tencent TSTARBOTS paper ripped [Part I]In this article we will dive into a Tencent Paper + University of Rochester + Northwestern University paper and a new mini-game developed…4 min read·Oct 23, 2018----
gema.parreno.piquerasStarCraft II Learning environment full overview (VIII)Lab : Customize the agent2 min read·Oct 6, 2018----