hfbassani / RLBookExercises
Jupyter notebook exercises of "Reinforcement Learning: An Introduction", Richard S. Sutton and Andrew G. Barto
โ26Updated 3 months ago
Related projects โ
Alternatives and complementary repositories for RLBookExercises
- Image dataset from RoboCup Small Size Leagueโ10Updated 2 years ago
- ๐ณ Environments for Reinforcement Learningโ46Updated last month
- ๐ฎ Client base code to receive and control ssl robots in grSim simulator.โ13Updated 3 years ago
- โ13Updated last month
- Single notebook implementation of Deep RL algorithmsโ30Updated 4 years ago
- Deep Q-Network (DQN) and Fitted Q-Iteration (FQI) tutorial for RL Summer School 2023โ51Updated 2 weeks ago
- Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorchโ115Updated 4 years ago
- Implementation of the Deep Deterministic Policy Gradient and Hindsight Experience Replay.โ89Updated last year
- Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch fraโฆโ133Updated 2 years ago
- Reading notes & PyTorch experiments on OpenAI's "Spinning Up in DRL" tutorial.โ37Updated last year
- RL algorithm implementations from scratch.โ18Updated 3 years ago
- This is the code of reproducing the results of our paper: On the importance of Hyperparameter Optimization for Model-based Reinforcement โฆโ15Updated 3 years ago
- Stable-Baselines3 (SB3) reinforcement learning tutorial for the Reinforcement Learning Virtual School 2021.โ50Updated last year
- โ23Updated last month
- โ28Updated last year
- โ21Updated 7 months ago
- โ72Updated last year
- Deep Reinforcement Learning Framework done with PyTorchโ30Updated this week
- A collection of pre-trained RL agents using Stable Baselines3โ105Updated 2 weeks ago
- TorchingUp provides minimal implementations of common Reinforcement Learning algorithms written in PyTorch. It is meant to complement Opeโฆโ42Updated last year
- A Python package to wrap a compiled soccer-twos reinforcement learning environment with gym-compatible interfaces.โ22Updated last year
- Code for Posterior Sampling for Deep Reinforcement Learning, ICML 2023โ24Updated 8 months ago
- PyTorch implementation of our paper Reinforcement Learning with Random Delays (ICLR 2020)โ39Updated 2 years ago
- Pytorch starter code for UC Berkeley's cs285 assignmentsโ70Updated 2 years ago
- OpenAI Gym environments for various twisty puzzlesโ36Updated 10 months ago
- Code for Gym documentation websiteโ41Updated last year
- โ16Updated 2 years ago
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,โฆโ120Updated 3 years ago
- โ26Updated last year
- Plug-and-play hydra sweepers for the EA-based multifidelity method DEHB and several population-based training variations, all proven to eโฆโ70Updated 11 months ago