diff --git a/README.md b/README.md
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+++ b/README.md
@@ -28,7 +28,7 @@ https://deepmind.com/research/publications/
 *   [MEMO: A Deep Network For Flexible Combination Of Episodic Memories](memo), ICLR 2020
 *   [RL Unplugged: Benchmarks for Offline Reinforcement Learning](rl_unplugged)
 *   [Disentangling by Subspace Diffusion (GEOMANCER)](geomancer)
-*   [What can I do here? A theory of affordances in reinforcmenet learning](affordances_theory), ICML 2020
+*   [What can I do here? A theory of affordances in reinforcement learning](affordances_theory), ICML 2020
 *   [Scaling data-driven robotics with reward sketching and batch reinforcement learning](sketchy), RSS 2020
 *   [The Option Keyboard: Combining Skills in Reinforcement Learning](option_keyboard), NeurIPS 2019
 *   [VISR - Fast Task Inference with Variational Intrinsic Successor Features](visr), ICLR 2020