chongyi-zheng / td_infonceLinks
Implementations of Temporal Difference InfoNCE (TD InfoNCE)
☆30Updated last year
Alternatives and similar repositories for td_infonce
Users that are interested in td_infonce are comparing it to the libraries listed below
Sorting:
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆58Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆73Updated last year
- ☆48Updated 2 years ago
- The Controllable Agent project trains RL Agents able to optimize any reward function specified in real time, without any further learning…☆68Updated 2 years ago
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆72Updated last year
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago
- Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023☆47Updated 3 months ago
- ☆56Updated 2 years ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆94Updated last year
- Code for the paper "Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making"☆27Updated last year
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆81Updated 3 years ago
- Official code for "Can Wikipedia Help Offline Reinforcement Learning?" by Machel Reid, Yutaro Yamada and Shixiang Shane Gu☆105Updated 3 years ago
- MTM Masked Trajectory Models for Prediction, Representation, and Control.☆158Updated 2 years ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆56Updated last year
- ☆55Updated 10 months ago
- General Modules for JAX☆67Updated this week
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- Sandbox environment for generalizable agent research☆26Updated 3 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆115Updated 3 years ago
- Intrinsic Reward Matching (IRM) implementation (from Adeniji and Xie et al 2022)☆42Updated last year
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆17Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆83Updated 3 years ago
- Building blocks for productive research☆60Updated last month
- Code for the paper "Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference"☆43Updated last year
- Conservative Q learning in Jax☆55Updated 2 years ago
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆89Updated last year
- PyTorch Package For Quasimetric Learning☆42Updated 10 months ago
- Reinforcement Learning via Supervised Learning☆71Updated 3 years ago