Pinned Repositories
ASGRL
Official python implementation of ASGRL in ICML 2022 paper: Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity
EECS206A_Fall_2018
EECS 106A/206A Fall 2018 at UC Berkeley
Gaze-Data-Processor
The python program to clean and process the gaze data
Graph-Embedding-Algorithms
Inverstigate different graph embedding algorithms
LLMs-World-Models-for-Planning
The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning".
Mac-iPhone-Audio-Recorder
Audio Recorder on Mac OS or iOS, which uses AVCaptureAudioDataOutput to achieve buffer-level control.
Relative-Behavioral-Attributes-ICLR-23
self-driving-car
Udacity Self-Driving Car Engineer Nanodegree projects.
Simple-Human-in-the-Loop-ML-Interface
A simple human interface for human-in-the-loop machine learning research, which allows: 1. annote image on webpage, 2. collect human feedback through keyboard input, 3. direct interaction with agents on remote server
VLMs-Behavior-Critic
Task Success is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors
GuanSuns's Repositories
GuanSuns/LLMs-World-Models-for-Planning
The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning".
GuanSuns/ASGRL
Official python implementation of ASGRL in ICML 2022 paper: Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity
GuanSuns/Simple-Human-in-the-Loop-ML-Interface
A simple human interface for human-in-the-loop machine learning research, which allows: 1. annote image on webpage, 2. collect human feedback through keyboard input, 3. direct interaction with agents on remote server
GuanSuns/Mac-iPhone-Audio-Recorder
Audio Recorder on Mac OS or iOS, which uses AVCaptureAudioDataOutput to achieve buffer-level control.
GuanSuns/VLMs-Behavior-Critic
Task Success is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors
GuanSuns/Relative-Behavioral-Attributes-ICLR-23
GuanSuns/Gaze-Data-Processor
The python program to clean and process the gaze data
GuanSuns/Graph-Embedding-Algorithms
Inverstigate different graph embedding algorithms
GuanSuns/EECS206A_Fall_2018
EECS 106A/206A Fall 2018 at UC Berkeley
GuanSuns/self-driving-car
Udacity Self-Driving Car Engineer Nanodegree projects.
GuanSuns/TAMER-Summer-2018-Lab
Summer Research - Tamer, Reinforcement Learning
GuanSuns/Arcade-Learning-Environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
GuanSuns/guansuns.github.io
GuanSuns/Customized-Highway-Env
GuanSuns/GEM-Graph-Embedding-Methods-Library
GuanSuns/ICAPS_20_SummerSchool_ROSPlan
Source files for the 2020 ICAPS Online Summer School Lab on Plan Execution.
GuanSuns/node2vec
GuanSuns/parse-atari
Parse Atari game frames from ALE
GuanSuns/rl-agents
Implementations of Reinforcement Learning and Planning algorithms
GuanSuns/Sinobest-BoostSolrQuery
GuanSuns/Sinobest-DataCollector
GuanSuns/Sinobest-DBUtils
GuanSuns/Sinobest-ExcelAutoFiller
GuanSuns/Sinobest-InspectionLogger
GuanSuns/Sinobest-MonitorManager
GuanSuns/Sinobest-SolrUploader
GuanSuns/snap
Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.
GuanSuns/Statistical-Machine-Learning-and-Data-Mining
Algorithms in Statistical Machine Learning and Data Mining
GuanSuns/Understanding-Reinforcement-Learning
Understanding several problems in RL and understanding how to solve those issues.
GuanSuns/video-game-behavioural-cloning
Behavioural cloning experiments with video games