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TianyueH8eRobot's Projects

airsim-drone-racing-vae-imitation icon airsim-drone-racing-vae-imitation

Code associated with our paper "Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal Representations": https://arxiv.org/abs/1909.06993

corl icon corl

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

drl-code-pytorch icon drl-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

jumpstart-rl icon jumpstart-rl

Implementation of Jump-Start Reinforcement Learning (JSRL) with Stable Baselines3

objectnav icon objectnav

Resources for Auxiliary Tasks and Exploration Enable ObjectNav

ptr icon ptr

This repository contains the implementation of the PTR algorithm described in the paper: Pre-Training for Robots: Leveraging Diverse Multitask Data via Offline Reinforcement Learning.

se-sync icon se-sync

An implementation of the SE-Sync algorithm for synchronization over the special Euclidean group.

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