My solutions to UC Berkeley CS285 (originally CS294-112, deeprlcourse) Fall 2019 assignments
☆118Nov 21, 2022Updated 3 years ago
Alternatives and similar repositories for CS285_Fa19_Deep_Reinforcement_Learning
Users that are interested in CS285_Fa19_Deep_Reinforcement_Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- My solutions to CS285 2019 Fall of UC Berkeley☆14Nov 21, 2022Updated 3 years ago
- Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch fra…☆144Nov 21, 2022Updated 3 years ago
- ☆184Jan 21, 2022Updated 4 years ago
- My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning☆94Mar 1, 2019Updated 7 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)☆249May 18, 2021Updated 4 years ago
- Berkeley CS285 2019 homework solution☆30Mar 24, 2023Updated 3 years ago
- NeurIPS Reproducibility Challenge 2019☆21Feb 25, 2020Updated 6 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆537Nov 22, 2022Updated 3 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆198Dec 8, 2022Updated 3 years ago
- TensorFlow2 Reinforcement Learning☆475Feb 13, 2022Updated 4 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆472Jul 6, 2023Updated 2 years ago
- ☆18Apr 17, 2019Updated 6 years ago
- ☆12Aug 15, 2020Updated 5 years ago
- ☆12Oct 5, 2020Updated 5 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)☆145Jul 2, 2022Updated 3 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆32Sep 7, 2021Updated 4 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,272Feb 9, 2021Updated 5 years ago
- Template for building 2D grid worlds with OpenAI Gym and Pycolab☆14Jun 12, 2019Updated 6 years ago
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆693Dec 18, 2025Updated 3 months ago
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,…☆122Dec 18, 2020Updated 5 years ago
- ☆15Jun 5, 2019Updated 6 years ago
- RLMeta is a light-weight flexible framework for Distributed Reinforcement Learning Research.☆283Feb 11, 2023Updated 3 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆660Apr 6, 2021Updated 4 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,416Nov 29, 2023Updated 2 years ago
- Assignments for CS294-112.☆1,654Mar 24, 2023Updated 3 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆187Apr 12, 2022Updated 3 years ago
- JAX implementations of core Deep RL algorithms☆84May 2, 2022Updated 3 years ago
- The aim of this repo is to bring ideas and relevant literature relating to Safe-RL in the context of autonomous vehicles.☆51Aug 3, 2018Updated 7 years ago
- Model Predictive Controller for Local Trajectory Generation and Tracking of Autonomus Vehicles☆19Apr 16, 2022Updated 3 years ago
- A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning☆98Sep 3, 2020Updated 5 years ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,201Oct 17, 2022Updated 3 years ago
- This repository is a collection of widely used self-supervised auxiliary losses used for learning representations in reinforcement learni…☆14Feb 27, 2023Updated 3 years ago
- Starter code accompanying homework assignments from AA203: Optimal and Learning-Based Control.☆27May 20, 2025Updated 10 months ago
- Parallel Monte Carlo Tree Search with Batched Rigid-body Simulations☆31Aug 9, 2024Updated last year
- Reinforcement learning algorithms for MuJoCo tasks☆451Mar 13, 2025Updated last year
- Implementation of benchmark RL algorithms☆472Jul 20, 2022Updated 3 years ago
- homework for CS294 Fall 2017☆167Feb 2, 2018Updated 8 years ago
- My solutions to Berkeley's CS294 (Deep Reinforcement Learning) Homework☆36Jun 27, 2018Updated 7 years ago
- Qt-like event loops, signals and slots for communication across threads and processes in Python☆14Mar 26, 2024Updated last year