tesslerc / TD3-JAX
A JAX Implementation of the Twin Delayed DDPG Algorithm
☆32Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for TD3-JAX
- Vectorization techniques for fast population-based training.☆54Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆83Updated 3 years ago
- 📴 OffCon^3: SOTA PyTorch SAC and TD3 Implementations (arxiv: 2101.11331)☆24Updated 3 years ago
- An implementation of MuZero in JAX.☆53Updated 2 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆49Updated 2 years ago
- RE3: State Entropy Maximization with Random Encoders for Efficient Exploration☆67Updated 3 years ago
- On the model-based stochastic value gradient for continuous reinforcement learning☆55Updated last year
- Docker containers of baseline agents for the Crafter environment☆28Updated 2 years ago
- AGAC: Adversarially Guided Actor-Critic☆47Updated 3 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 4 years ago
- A collection of RL algorithms written in JAX.☆95Updated 2 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆42Updated last year
- General Modules for JAX☆59Updated 3 months ago
- Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020☆25Updated 4 years ago
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- Revisiting Rainbow☆73Updated 3 years ago
- ☆36Updated last year
- An Open-Ended Agentic Simulator☆28Updated 3 months ago
- Collection of reinforcement learning algorithms☆15Updated 2 years ago
- krazy grid world☆25Updated 4 years ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆44Updated 4 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- Efficient Exploration via State Marginal Matching (2019)☆66Updated 5 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆79Updated last year
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆36Updated 3 weeks ago
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆36Updated 4 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆99Updated 2 years ago
- Sandbox environment for generalizable agent research☆23Updated 2 years ago
- Code repo for Gradient Temporal-Difference Learning with Regularized Corrections paper.☆36Updated 4 years ago