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Hao Sun's Projects

accountable-offline-rl icon accountable-offline-rl

Code for NeurIPS 2023 paper Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples

benchmarkpromptswithresponses icon benchmarkpromptswithresponses

Every prompt engineering paper should provide not only on-average performance of the prompting strategy, but should also release the responses to facilitate future research and avoid repeatedly calling the LLMs for the same queries+prompts.

dauc icon dauc

Code for Latent Density Models for Uncertainty Categorization

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

galaxy_zoo icon galaxy_zoo

Unsupervised star-galaxy segmentation and classification

gptchatapi icon gptchatapi

Usage Example of GPT's API in chat bot applications.

hindsight-experience-replay icon hindsight-experience-replay

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

holarissun.github.io icon holarissun.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

mujoco-pg icon mujoco-pg

PyTorch implementation of Vanilla PG, TNPG, TRPO, PPO on Mujoco environment

npsco icon npsco

Code for Novel Policy Seeking with Constrained Optimization

panelgpt icon panelgpt

We introduce new zero-shot prompting magic words that improves the reasoning ability of language models: panel discussion!

pchid_code icon pchid_code

Code for [NeurIPS'2019 Spotlight] Policy Continuation with Hindsight Inverse Dynamics

prompt-oirl icon prompt-oirl

code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning

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