chore: typos

instadeepai · Feb 26, 2024 · d52187c · d52187c
1 parent 0126cb6
commit d52187c
Showing 1 changed file with 4 additions and 4 deletions.
diff --git a/examples/matrax_iql_example.ipynb b/examples/matrax_iql_example.ipynb
@@ -747,7 +747,7 @@
     "\n",
     "\n",
     "def action_step_store_scan(obs_env_mem_key_ts, _):\n",
-    "    \"\"\"A scan-compatible verson of action_step_store.\"\"\"\n",
+    "    \"\"\"A scan-compatible version of action_step_store.\"\"\"\n",
     "\n",
     "    # Unpack the initial state\n",
     "    obs, env_state, agent_memory_state, key, agent_params, ts = obs_env_mem_key_ts\n",
@@ -784,7 +784,7 @@
     "\n",
     "\n",
     "def learn_scan(learn_state, _):\n",
-    "    \"\"\"A nested, scan-compatible verson of learn and action_step_store.\"\"\"\n",
+    "    \"\"\"A nested, scan-compatible version of learn and action_step_store.\"\"\"\n",
     "\n",
     "    # Unpack the initial state for learn\n",
     "    (\n",
@@ -875,7 +875,7 @@
     "\n",
     "\n",
     "def evaluate_scan(evaluate_state, _):\n",
-    "    \"\"\"A nested, scan-compatible verson of evaluate, learn and action_step_store.\"\"\"\n",
+    "    \"\"\"A nested, scan-compatible version of evaluate, learn and action_step_store.\"\"\"\n",
     "\n",
     "    # Unpack the initial state for evaluate\n",
     "    (\n",
@@ -983,7 +983,7 @@
     "        env_state,\n",
     "        ts,\n",
     "    )\n",
-    "    # Perform scan over evalute, learn and action_step_store\n",
+    "    # Perform scan over evaluate, learn and action_step_store\n",
     "    evaluate_state, evaluator_returns = jax.lax.scan(\n",
     "        evaluate_scan, evaluate_state, xs=None, length=outer\n",
     "    )\n",