gwthomas / force
A library for reinforcement learning research
☆54Updated this week
Related projects ⓘ
Alternatives and complementary repositories for force
- MultiTask Environments for Reinforcement Learning.☆74Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆82Updated 2 years ago
- Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)☆43Updated last year
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆34Updated 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
- Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Re…☆98Updated 2 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆48Updated 3 years ago
- Reinforcement learning library in JAX.☆103Updated last year
- Reinforcement Learning with Latent Flow☆43Updated 3 years ago
- Invariant Causal Prediction for Block MDPs☆43Updated 4 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆42Updated last year
- ☆35Updated last year
- rllab's viskit with some added features☆73Updated last year
- ☆15Updated 3 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆35Updated 2 weeks ago
- The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)☆75Updated 11 months ago
- Pytorch starter code for UC Berkeley's cs285 assignments☆70Updated 2 years ago
- INTeractive learning via REPresentatIon Discovery☆34Updated 5 months ago
- ☆44Updated 2 years ago
- Reinforcement Learning via Latent State Decoding☆30Updated last year
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆78Updated 2 years ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆101Updated last year
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆12Updated 2 years ago
- Simple tools for statistical analyses in RL experiments☆66Updated 6 years ago
- Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"☆23Updated 3 years ago
- Generalised UDRL☆37Updated 2 years ago
- Progress, Notes, Summaries and a lot of Questions on Machine Learning☆55Updated 4 years ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆33Updated 8 months ago
- ☆18Updated 3 years ago